Medical

Medical

• 2022-09-27 Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning    Juan Miguel Valverde, Artem Shatillo, Jussi Tohka arXiv_AI arXiv_AI  Segmentation  Optimization  Regularization  Attention  Medical  PDF
• 2022-09-27 Mine yOur owN Anatomy: Revisiting Medical Image Segmentation with Extremely Limited Labels    Chenyu You, Weicheng Dai, Fenglin Liu, Haoran Su, Xiaoran Zhang, Lawrence Staib, James S. Duncan arXiv_AI arXiv_AI  Segmentation  Unsupervised  Pose  Contrastive_Learning  Face  Relation  Attention  Medical  PDF
• 2022-09-27 CCTCOVID: COVID-19 Detection from Chest X-Ray Images Using Compact Convolutional Transformers    Abdolreza Marefat, Mahdieh Marefat, Javad Hasannataj Joloudari, Mohammad Ali Nematollahi, Reza Lashgari arXiv_CV arXiv_CV  Transformer  Pose  Face  Deep_Learning  Detection  Medical  CNN  PDF
• 2022-09-27 A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective    Chaoqi Chen, Yushuang Wu, Qiyuan Dai, Hong-Yu Zhou, Mutian Xu, Sibei Yang, Xiaoguang Han, Yizhou Yu arXiv_AI arXiv_AI  Transformer  Point_Cloud  3D  Represenation_Learning  Review  Survey  Action  Detection  Relation  Object_Detection  Relation_Extraction  Medical  Recommendation  PDF
• 2022-09-27 A Survey of Fairness in Medical Image Analysis: Concepts, Algorithms, Evaluations, and Challenges    Zikang Xu, Jun Li, Qingsong Yao, Han Li, Xin Shi, S. Kevin Zhou arXiv_CV arXiv_CV  Segmentation  Recognition  Survey  Classification  Detection  Attention  Medical  Recommendation  PDF
• 2022-09-27 RepsNet: Combining Vision with Language for Automated Medical Reports    Ajay Kumar Tanwani, Joelle Barral, Daniel Freedman arXiv_CV arXiv_CV  Contrastive_Learning  Classification  VQA  Medical  Language_Model  QA  PDF
• 2022-09-26 Evaluation of Medical Image Segmentation Models for Uncertain, Small or Empty Reference Annotations    Sophie Ostmeier, Brian Axelrod, Jeroen Bertels, Fabian Isensee, Maarten G.Lansberg, Soren Christensen, Gregory W. Albers, Li-Jia Li, Jeremy J. Heit arXiv_CV arXiv_CV  Segmentation  Classification  Deep_Learning  Medical  Prediction  PDF
• 2022-09-26 Liquid Structural State-Space Models    Ramin Hasani, Mathias Lechner, Tsun-Hsuan Wang, Makram Chahine, Alexander Amini, Daniela Rus arXiv_AI arXiv_AI  Recognition  Speech  Medical  Inference  PDF
• 2022-09-25 Adnexal Mass Segmentation with Ultrasound Data Synthesis    Clara Lebbos, Jen Barcroft, Jeremy Tan, Johanna P. Muller, Matthew Baugh, Athanasios Vlontzos, Srdjan Saso, Bernhard Kainz arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2022-09-25 VAESim: A probabilistic approach for self-supervised prototype discovery    Matteo Ferrante, Tommaso Boccato, Simeon Spasov, Andrea Duggento, Nicola Toschi arXiv_CV arXiv_CV  Embedding  Unsupervised  Self-Supervised  Pose  Classification  Medical  PDF
• 2022-09-25 Hand Hygiene Assessment via Joint Step Segmentation and Key Action Scorer    Chenglong Li, Qiwen Zhu, Tubiao Liu, Jin Tang, Yu Su arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Action  GAN  Medical  CNN  Prediction  PDF
• 2022-09-25 Partial annotations for the segmentation of large structures with low annotation cost    Bella Specktor Fadida, Daphna Link Sourani, Liat Ben Sira Elka Miller, Dafna Ben Bashat, Leo Joskowicz arXiv_CV arXiv_CV  Segmentation  Optimization  Face  Deep_Learning  Medical  PDF
• 2022-09-25 Dive into Self-Supervised Learning for Medical Image Analysis: Data, Models and Tasks    Chuyan Zhang, Yun Gu arXiv_CV arXiv_CV  Review  Self-Supervised  Deep_Learning  Medical  PDF
• 2022-09-25 Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection    Neelu Madan, Nicolae-Catalin Ristea, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, Mubarak Shah arXiv_AI arXiv_AI  Transformer  Surveillance  Reconstruction  3D  Self-Supervised  Pose  Classification  Detection  Attention  Medical  CNN  PDF
• 2022-09-24 Conversion Between CT and MRI Images Using Diffusion and Score-Matching Models    Qing Lyu, Ge Wang arXiv_CV arXiv_CV  Adversarial  Pose  Deep_Learning  Denoising  GAN  Medical  CNN  Matching  PDF
• 2022-09-24 Contrastive learning for unsupervised medical image clustering and reconstruction    Matteo Ferrante, Tommaso Boccato, Simeon Spasov, Andrea Duggento, Nicola Toschi arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Transfer_Learning  Pose  Contrastive_Learning  Medical  Prediction  PDF
• 2022-09-24 Developing a Knowledge Graph Framework for Pharmacokinetic Natural Product-Drug Interactions    Sanya B. Taneja, Tiffany J. Callahan, Mary F. Paine, Sandra L. Kane-Gill, Halil Kilicoglu, Marcin P. Joachimiak, Richard D. Boyce arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Action  Relation  Relation_Extraction  Medical  PDF
• 2022-09-24 DomainATM: Domain Adaptation Toolbox for Medical Data Analysis    Hao Guan, Mingxia Liu arXiv_CV arXiv_CV  Face  Medical  PDF
• 2022-09-23 Comparison of synthetic dataset generation methods for medical intervention rooms using medical clothing detection as an example    Patrick Schülein, Hannah Teufel, Ronja Vorpahl, Indira Emter, Yannick Bukschat, Marcus Pfister, Anke Siebert, Nils Rathmann, Steffen Diehl, Marcus Vetter arXiv_CV arXiv_CV  3D  Pose  Detection  Medical  PDF
• 2022-09-23 CUTS: A Fully Unsupervised Framework for Medical Image Segmentation    Matthew Amodio, Feng Gao, Arman Avesta, Sanjay Aneja, Lucian V. Del Priore, Jay Wang, Smita Krishnaswamy arXiv_CV arXiv_CV  Reconstruction  Segmentation  Unsupervised  Contrastive_Learning  Quantitative  Deep_Learning  Medical  PDF
• 2022-09-22 Oracle Analysis of Representations for Deep Open Set Detection    Risheek Garrepalli, Alan Fern, Thomas G. Dietterich arXiv_CV arXiv_CV  Represenation_Learning  Deep_Learning  Detection  Medical  Autonomous  PDF
• 2022-09-22 Colonoscopy Landmark Detection using Vision Transformers    Aniruddha Tamhane, Tse'ela Mida, Erez Posner, Moshe Bouhnik arXiv_AI arXiv_AI  Transformer  Action  Detection  Medical  PDF
• 2022-09-22 XF2T: Cross-lingual Fact-to-Text Generation for Low-Resource Languages    Shivprasad Sagare, Tushar Abhishek, Bhavyajeet Singh, Anubhav Sharma, Manish Gupta, Vasudeva Varma arXiv_CL arXiv_CL  Transformer  Embedding  Pose  Text_Generation  Medical  PDF
• 2022-09-22 OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics    Mohit Prabhushankar, Kiran Kokilepersaud, Yash-yee Logan, Stephanie Trejo Corona, Ghassan AlRegib, Charles Wykoff arXiv_CV arXiv_CV  Action  Relation  Medical  PDF
• 2022-09-22 Structure Guided Manifolds for Discovery of Disease Characteristics    Siyu Liu, Linfeng Liu, Fatima Nasrallah, Craig Engstrom, Stuart Crozier, Shekhar Chandra arXiv_CV arXiv_CV  Pose  GAN  Medical  PDF
• 2022-09-22 Beyond Voxel Prediction Uncertainty: Identifying brain lesions you can trust    Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  Prediction  PDF
• 2022-09-21 Consecutive Knowledge Meta-Adaptation Learning for Unsupervised Medical Diagnosis    Yumin Zhang, Yawen Hou, Xiuyi Chen, Hongyuan Yu, Long Xia arXiv_CV arXiv_CV  Unsupervised  Knowledge  Deep_Learning  Attention  Medical  CNN  PDF
• 2022-09-21 Deep Learning for Medical Image Segmentation: Tricks, Challenges and Future Directions    Dong Zhang, Yi Lin, Hao Chen, Zhuotao Tian, Xin Yang, Jinhui Tang, Kwang Ting Cheng arXiv_CV arXiv_CV  Segmentation  3D  Survey  Deep_Learning  Medical  Inference  PDF
• 2022-09-21 Artificial Intelligence-Based Image Reconstruction in Cardiac Magnetic Resonance    Chen Qin, Daniel Rueckert arXiv_CV arXiv_CV  Reconstruction  Review  Deep_Learning  Medical  PDF
• 2022-09-21 HiFuse: Hierarchical Multi-Scale Feature Fusion Network for Medical Image Classification    Xiangzuo Huo, Gang Sun, Shengwei Tian, Yan Wang, Long Yu, Jun Long, Wendong Zhang, Aolun Li arXiv_CV arXiv_CV  Transformer  Pose  Classification  Attention  Medical  CNN  Image_Classification  PDF
• 2022-09-20 Learning-Based Radiomic Prediction of Type 2 Diabetes Mellitus Using Image-Derived Phenotypes    Michael S. Yao, Allison Chae, Matthew T. MacLean, Anurag Verma, Jeffrey Duda, James Gee, Drew A. Torigian, Daniel Rader, Charles Kahn, Walter R. Witschey, Hersh Sagreiya arXiv_AI arXiv_AI  Pose  Medical  Prediction  PDF
• 2022-09-20 Exploring Optimal Granularity for Extractive Summarization of Unstructured Health Records: Analysis of the Largest Multi-Institutional Archive of Health Records in Japan    Kenichiro Ando, Takashi OkumuraID, Mamoru Komachi, Hiromasa Horiguchi, Yuji Matsumoto arXiv_CL arXiv_CL  Pose  Summarization  Medical  PDF
• 2022-09-20 Superpixel Generation and Clustering for Weakly Supervised Brain Tumor Segmentation in MR Images    Jay J. Yoo, Khashayar Namdar, Farzad Khalvati arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Pose  Classification  Deep_Learning  Medical  PDF
• 2022-09-20 Frequency Dropout: Feature-Level Regularization via Randomized Filtering    Mobarakol Islam, Ben Glocker arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Regularization  Pose  Classification  Relation  Medical  CNN  Image_Classification  Prediction  PDF
• 2022-09-20 Generalisability of deep learning models in low-resource imaging settings: A fetal ultrasound study in 5 African countries    Carla Sendra-Balcells, Víctor M. Campello, Jordina Torrents-Barrena, Yahya Ali Ahmed, Mustafa Elattar, Benard Ohene Botwe, Pempho Nyangulu, William Stones, Mohammed Ammar, Lamya Nawal Benamer, Harriet Nalubega Kisembo, Senai Goitom Sereke, Sikolia Z. Wanyonyi, Marleen Temmerman, Kamil Mikolaj, Martin Grønnebæk Tolsgaard, Karim Lekadir arXiv_CV arXiv_CV  Transfer_Learning  Pose  Classification  Deep_Learning  GAN  Medical  PDF
• 2022-09-20 Calibrating Ensembles for Scalable Uncertainty Quantification in Deep Learning-based Medical Segmentation    Thomas Buddenkotte, Lorena Escudero Sanchez, Mireia Crispin-Ortuzar, Ramona Woitek, Cathal McCague, James D. Brenton, Ozan Öktem, Evis Sala, Leonardo Rundo arXiv_CV arXiv_CV  Segmentation  Pose  Action  Classification  Deep_Learning  Medical  Inference  PDF
• 2022-09-20 Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study    Joscha Grüger, Tobias Geyer, Martin Kuhn, Stefan Braun, Ralph Bergmann arXiv_AI arXiv_AI  Medical  PDF
• 2022-09-19 3D Cross Pseudo Supervision : A semi-supervised nnU-Net architecture for abdominal organ segmentation    Yongzhi Huang, Hanwen Zhang, Yan Yan, Haseeb Hassan, Bingding Huang arXiv_CV arXiv_CV  Segmentation  3D  Pose  Face  GAN  Medical  Inference  PDF
• 2022-09-19 Attentive Symmetric Autoencoder for Brain MRI Segmentation    Junjia Huang, Haofeng Li, Guanbin Li, Xiang Wan arXiv_CV arXiv_CV  Image_Caption  Transformer  Reconstruction  Segmentation  3D  Self-Supervised  Pose  Relation  Attention  Medical  PDF
• 2022-09-19 Hybrid Parallel Imaging and Compressed Sensing MRI Reconstruction with GRAPPA Integrated Multi-loss Supervised GAN    Farhan Sadik, Md. Kamrul Hasan arXiv_CV arXiv_CV  Reconstruction  Adversarial  Pose  GAN  Medical  PDF
• 2022-09-19 S$^3$R: Self-supervised Spectral Regression for Hyperspectral Histopathology Image Classification    Xingran Xie, Yan Wang, Qingli Li arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Classification  Medical  Image_Classification  PDF
• 2022-09-19 LED down the rabbit hole: exploring the potential of global attention for biomedical multi-document summarisation    Yulia Otmakhova, Hung Thinh Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor, Jey Han Lau arXiv_CL arXiv_CL  Review  Attention  Medical  PDF
• 2022-09-19 Automated MeSH Term Suggestion for Effective Query Formulation in Systematic Reviews Literature Search    Shuai Wang, Harrisen Scells, Bevan Koopman, Guido Zuccon arXiv_AI arXiv_AI  Review  Medical  Language_Model  Recommendation  PDF
• 2022-09-17 Automated Segmentation and Recurrence Risk Prediction of Surgically Resected Lung Tumors with Adaptive Convolutional Neural Networks    Marguerite B. Basta, Sarfaraz Hussein, Hsiang Hsu, Flavio P. Calmon arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Deep_Learning  Detection  Medical  CNN  Prediction  PDF
• 2022-09-17 Differentiable Topology-Preserved Distance Transform for Pulmonary Airway Segmentation    Minghui Zhang, Guang-Zhong Yang, Yun Gu arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  Prediction  PDF
• 2022-09-17 Non-Imaging Medical Data Synthesis for Trustworthy AI: A Comprehensive Survey    Xiaodan Xing, Huanjun Wu, Lichao Wang, Iain Stenson, May Yong, Javier Del Ser, Simon Walsh, Guang Yang arXiv_AI arXiv_AI  Review  Survey  Deep_Learning  Medical  PDF
• 2022-09-17 VDDB: a comprehensive resource and machine learning platform for antiviral drug discovery    Shunming Tao, Yihao Chen, Jingxing Wu, Duancheng Zhao, Hanxuan Cai, Ling Wang arXiv_AI arXiv_AI  Knowledge  Medical  Activity  Prediction  PDF
• 2022-09-17 Can segmentation models be trained with fully synthetically generated data?    Virginia Fernandez (1), Walter Hugo Lopez Pinaya (1), Pedro Borges (1), Petru-Daniel Tudosiu (1), Mark S Graham (1), Tom Vercauteren (1), M Jorge Cardoso ((1) King's College London) arXiv_CV arXiv_CV  Segmentation  Pose  Medical  PDF
• 2022-09-16 CLAIRE -- Parallelized Diffeomorphic Image Registration for Large-Scale Biomedical Imaging Applications    Naveen Himthani, Malte Brunn, Jae-Youn Kim, Miriam Schulte, Andreas Mang, George Biros arXiv_CV arXiv_CV  Knowledge  Medical  PDF
• 2022-09-16 Weakly Supervised Medical Image Segmentation With Soft Labels and Noise Robust Loss    Banafshe Felfeliyan, Abhilash Hareendranathan, Gregor Kuntze, Stephanie Wichuk, Nils D. Forkert, Jacob L. Jaremko, Janet L. Ronsky arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Knowledge  Pose  Deep_Learning  Detection  Medical  PDF
• 2022-09-16 Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation    Xiaofeng Liu, Fangxu Xing, Georges El Fakhri, Jonghye Woo arXiv_CV arXiv_CV  Segmentation  Unsupervised  Optimization  Pose  Medical  PDF
• 2022-09-16 Whole-Body Lesion Segmentation in 18F-FDG PET/CT    Jia Zhang, Yukun Huang, Zheng Zhang, Yuhang Shi arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Medical  PDF
• 2022-09-16 3D Matting: A Soft Segmentation Method Applied in Computed Tomography    Lin Wang, Xiufen Ye, Donghao Zhang, Wanji He, Lie Ju, Xin Wang, Wei Feng, Kaimin Song, Xin Zhao, Zongyuan Ge arXiv_CV arXiv_CV  Segmentation  3D  Image_Matting  Pose  Classification  Medical  PDF
• 2022-09-16 Entity-based Claim Representation Improves Fact-Checking of Medical Content in Tweets    Amelie Wührl, Roman Klinger arXiv_CL arXiv_CL  Pose  Relation  Attention  Medical  PDF
• 2022-09-15 HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation    Ting-Yu Liao, Ching-Hui Yang, Yu-Wen Lo, Kuan-Ying Lai, Po-Huai Shen, Youn-Long Lin (Department of Computer Science, National Tsing Hua University, Hsinchu, TAIWAN) arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  PDF
• 2022-09-15 Morphology-Aware Interactive Keypoint Estimation    Jinhee Kim, Taesung Kim, Taewoo Kim, Jaegul Choo, Dong-Wook Kim, Byungduk Ahn, In-Seok Song, Yoon-Ji Kim arXiv_CV arXiv_CV  Pose  Quantitative  Medical  Prediction  PDF
• 2022-09-15 Brain Imaging Generation with Latent Diffusion Models    Walter H. L. Pinaya, Petru-Daniel Tudosiu, Jessica Dafflon, Pedro F da Costa, Virginia Fernandez, Parashkev Nachev, Sebastien Ourselin, M. Jorge Cardoso arXiv_CV arXiv_CV  3D  Attention  Medical  PDF
• 2022-09-15 Align, Reason and Learn: Enhancing Medical Vision-and-Language Pre-training with Knowledge    Zhihong Chen, Guanbin Li, Xiang Wan arXiv_CV arXiv_CV  Knowledge  Pose  Detection  Object_Detection  Attention  Medical  PDF
• 2022-09-15 Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training    Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang arXiv_CV arXiv_CV  Transformer  Reconstruction  Knowledge  Self-Supervised  Pose  Action  Medical  PDF
• 2022-09-15 Model-Guided Multi-Contrast Deep Unfolding Network for MRI Super-resolution Reconstruction    Gang Yang, Li Zhang, Man Zhou, Aiping Liu, Xun Chen, Zhiwei Xiong, Feng Wu arXiv_CV arXiv_CV  Reconstruction  Super_Resolution  Optimization  Pose  Quantitative  Relation  Medical  PDF
• 2022-09-14 Landmark Tracking in Liver US images Using Cascade Convolutional Neural Networks with Long Short-Term Memory    Yupei Zhang, Xianjin Dai, Zhen Tian, Yang Lei, Jacob F. Wynne, Pretesh Patel, Yue Chen, Tian Liu, Xiaofeng Yang arXiv_CV arXiv_CV  Segmentation  Tracking  RNN  Pose  Classification  Deep_Learning  Relation  Attention  Medical  CNN  PDF
• 2022-09-14 Toward Improving Health Literacy in Patient Education Materials with Neural Machine Translation Models    David Oniani, Sreekanth Sreekumar, Renuk DeAlmeida, Dinuk DeAlmeida, Vivian Hui, Young Ji Lee, Yiye Zhang, Leming Zhou, Yanshan Wang arXiv_CL arXiv_CL  Transformer  Bert  RNN  Pose  NMT  Medical  PDF
• 2022-09-14 UIT-ViCoV19QA: A Dataset for COVID-19 Community-based Question Answering on Vietnamese Language    Triet Minh Thai, Ngan Ha-Thao Chu, Anh Tuan Vo, Son T. Luu arXiv_CL arXiv_CL  Transformer  Deep_Learning  Medical  QA  PDF
• 2022-09-14 Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words    Haochun Wang, Chi Liu, Nuwa Xi, Sendong Zhao, Meizhi Ju, Shiwei Zhang, Ziheng Zhang, Yefeng Zheng, Bing Qin, Ting Liu arXiv_CL arXiv_CL  Pose  Few-Shot  Medical  Inference  PDF
• 2022-09-14 Noise2SR: Learning to Denoise from Super-Resolved Single Noisy Fluorescence Image    Xuanyu Tian, Qing Wu, Hongjiang Wei, Yuyao Zhang arXiv_CV arXiv_CV  Self-Supervised  Pose  Deep_Learning  Denoising  Medical  PDF
• 2022-09-14 Label Refinement Network from Synthetic Error Augmentation for Medical Image Segmentation    Shuai Chen, Antonio Garcia Uceda, Jiahang Su, Gijs van Tulder, Lennard Wolff, Theo van Walsum, Marleen de Bruijne arXiv_CV arXiv_CV  Segmentation  3D  Pose  Medical  CNN  PDF
• 2022-09-13 Warm Start Active Learning with Proxy Labels & Selection via Semi-Supervised Fine-Tuning    Vishwesh Nath, Dong Yang, Holger R. Roth, Daguang Xu arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Medical  PDF
• 2022-09-13 Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization    Leo Feng, Padideh Nouri, Aneri Muni, Yoshua Bengio, Pierre-Luc Bacon arXiv_AI arXiv_AI  Reinforcement_Learning  Optimization  Pose  Medical  PDF
• 2022-09-13 Acoustic-Linguistic Features for Modeling Neurological Task Score in Alzheimer's    Saurav K. Aryal, Howard Prioleau, Legand Burge arXiv_CL arXiv_CL  Speech  Detection  Relation  Medical  PDF
• 2022-09-13 On the Optimal Combination of Cross-Entropy and Soft Dice Losses for Lesion Segmentation with Out-of-Distribution Robustness    Adrian Galdran, Gustavo Carneiro, Miguel Ángel González Ballester arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2022-09-13 DOMINO: Domain-aware Model Calibration in Medical Image Segmentation    Skylar E. Stolte, Kyle Volle, Aprinda Indahlastari, Alejandro Albizu, Adam J. Woods, Kevin Brink, Matthew Hale, Ruogu Fang arXiv_CV arXiv_CV  Segmentation  Regularization  Deep_Learning  Medical  Inference  PDF
• 2022-09-13 Continuous Design Control for Machine Learning in Certified Medical Systems    Vlad Stirbu, Tuomas Granlund, Tommi Mikkonen arXiv_AI arXiv_AI  Medical  PDF
• 2022-09-13 Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings    Zhen Yu, Toan Nguyen, Yaniv Gal, Lie Ju, Shekhar S. Chandra, Lei Zhang, Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge arXiv_CV arXiv_CV  Embedding  Recognition  Pose  Classification  Deep_Learning  Relation  Medical  PDF
• 2022-09-13 Moving from 2D to 3D: volumetric medical image classification for rectal cancer staging    Joohyung Lee, Jieun Oh, Inkyu Shin, You-sung Kim, Dae Kyung Sohn, Tae-sung Kim, In So Kweon arXiv_CV arXiv_CV  3D  Pose  Classification  Relation  Medical  CNN  Image_Classification  PDF
• 2022-09-13 SkIn: Skimming-Intensive Long-Text Classification Based on BERT and Application to Medical Corpus    Yufeng Zhao, Haiying Che arXiv_AI arXiv_AI  Bert  Text_Classification  Knowledge  Pose  Classification  Medical  PDF
• 2022-09-12 Meta-learning Causal Discovery    Xinyue Wang, Konrad Kording arXiv_AI arXiv_AI  Relation  Medical  Matching  PDF
• 2022-09-12 Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling    Sourav Kumar, A. Lakshminarayanan, Ken Chang, Feri Guretno, Ivan Ho Mien, Jayashree Kalpathy-Cramer, Pavitra Krishnaswamy, Praveer Singh arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2022-09-12 Chromosome Segmentation Analysis Using Image Processing Techniques and Autoencoders    Amritha S Pallavoor, Prajwal A, Sundareshan TS, Sreekanth K Pallavoor arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Detection  Medical  PDF
• 2022-09-12 Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration    Yiwen Li, Yunguan Fu, Iani Gayo, Qianye Yang, Zhe Min, Shaheer Saeed, Wen Yan, Yipei Wang, J. Alison Noble, Mark Emberton, Matthew J. Clarkson, Henkjan Huisman, Dean Barratt, Victor Adrian Prisacariu, Yipeng Hu arXiv_CV arXiv_CV  Segmentation  3D  Pose  Few-Shot  Medical  PDF
• 2022-09-12 Reproducibility in machine learning for medical imaging    Olivier Colliot, Elina Thibeau-Sutre, Ninon Burgos arXiv_CV arXiv_CV  Knowledge  Medical  PDF
• 2022-09-12 TMSS: An End-to-End Transformer-based Multimodal Network for Segmentation and Survival Prediction    Numan Saeed, Ikboljon Sobirov, Roba Al Majzoub, Mohammad Yaqub arXiv_CV arXiv_CV  Transformer  Segmentation  Knowledge  Pose  Deep_Learning  Medical  Prediction  PDF
• 2022-09-10 Ontologizing Health Systems Data at Scale: Making Translational Discovery a Reality    Tiffany J. Callahan, Adrianne L. Stefanski, Jordan M. Wyrwa, Chenjie Zeng, Anna Ostropolets, Juan M. Banda, William A. Baumgartner Jr., Richard D. Boyce, Elena Casiraghi, Ben D. Coleman, Janine H. Collins, Sara J. Deakyne-Davies, James A. Feinstein, Melissa A. Haendel, Asiyah Y. Lin, Blake Martin, Nicolas A. Matentzoglu, Daniella Meeker, Justin Reese, Jessica Sinclair, Sanya B. Taneja, Katy E. Trinkley, Nicole A. Vasilevsky, Andrew Williams, Xingman A. Zhang, Peter N. Robinson, Patrick Ryan, George Hripcsak, Tellen D. Bennett, Lawrence E. Hunter, Michael G. Kahn arXiv_AI arXiv_AI  Knowledge  Ontology  Medical  PDF
• 2022-09-10 An Interactive Automation for Human Biliary Tree Diagnosis Using Computer Vision    Mohammad AL-Oudat, Saleh Alomari, Hazem Qattous, Mohammad Azzeh, Tariq AL-Munaizel arXiv_CV arXiv_CV  Detection  Relation  GAN  Medical  PDF
• 2022-09-09 Automatically Score Tissue Images Like a Pathologist by Transfer Learning    Iris Yan arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Pose  GAN  Medical  PDF
• 2022-09-09 Calibrating Segmentation Networks with Margin-based Label Smoothing    Balamurali Murugesan, Bingyuan Liu, Adrian Galdran, Ismail Ben Ayed, Jose Dolz arXiv_CV arXiv_CV  Segmentation  Recognition  Optimization  Pose  Classification  Medical  Prediction  PDF
• 2022-09-09 A Semi-Supervised Algorithm for Improving the Consistency of Crowdsourced Datasets: The COVID-19 Case Study on Respiratory Disorder Classification    Lara Orlandic, Tomas Teijeiro, David Atienza arXiv_AI arXiv_AI  Knowledge  Classification  Medical  PDF
• 2022-09-09 Bridging the Gap: Differentially Private Equivariant Deep Learning for Medical Image Analysis    Florian A. Hölzl, Daniel Rueckert, Georgios Kaissis arXiv_CV arXiv_CV  Pose  Deep_Learning  Medical  CNN  PDF
• 2022-09-09 Saliency Guided Adversarial Training for Learning Generalizable Features with Applications to Medical Imaging Classification System    Xin Li, Yao Qiang, Chengyin Li, Sijia Liu, Dongxiao Zhu arXiv_CV arXiv_CV  Salient  Adversarial  Quantitative  Classification  Detection  Medical  PDF
• 2022-09-09 EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from Spatiotemporal Echocardiography    Rand Muhtaseb, Mohammad Yaqub arXiv_CV arXiv_CV  Transformer  Video_Caption  Bert  Pose  Face  Action  Medical  CNN  PDF
• 2022-09-09 Metaverse for Healthcare: A Survey on Potential Applications, Challenges and Future Directions    Rajeswari Chengoden, Nancy Victor, Thien Huynh-The, Gokul Yenduri, Rutvij H.Jhaveri, Mamoun Alazab, Sweta Bhattacharya, Pawan Hegde, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu arXiv_AI arXiv_AI  Review  Survey  Medical  PDF
• 2022-09-08 Optimised Design and Performance Comparison of Soft Robotic Manipulators    Arnau Garriga-Casanovas, Shen Treratanakulchai, Enrico Franco, Emilia Zari, Varell Ferrandy, Vani Virdyawan, Ferdinando Rodriguez y Baena arXiv_RO arXiv_RO  Pose  Medical  PDF
• 2022-09-08 CLaCLab at SocialDisNER: Using Medical Gazetteers for Named-Entity Recognition of Disease Mentions in Spanish Tweets    Harsh Verma, Parsa Bagherzadeh, Sabine Bergler arXiv_AI arXiv_AI  Transformer  Recognition  Bert  Medical  PDF
• 2022-09-07 On the Effectiveness of Compact Biomedical Transformers    Omid Rohanian, Mohammadmahdi Nouriborji, Samaneh Kouchaki, David A. Clifton arXiv_CL arXiv_CL  Transformer  Embedding  Bert  Knowledge  Face  Medical  Language_Model  PDF
• 2022-09-07 Morphology-preserving Autoregressive 3D Generative Modelling of the Brain    Petru-Daniel Tudosiu, Walter Hugo Lopez Pinaya, Mark S. Graham, Pedro Borges, Virginia Fernandez, Dai Yang, Jeremy Appleyard, Guido Novati, Disha Mehra, Mike Vella, Parashkev Nachev, Sebastien Ourselin, Jorge Cardoso arXiv_CV arXiv_CV  3D  Pose  Detection  Medical  PDF
• 2022-09-07 Plant Species Classification Using Transfer Learning by Pretrained Classifier VGG-19    Thiru Siddharth, Bhupendra Singh Kirar, Dheeraj Kumar Agrawal arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Knowledge  Speech  Action  Classification  Deep_Learning  Speech_Recognition  Medical  CNN  Image_Classification  PDF
• 2022-09-07 A Survey on Automated Diagnosis of Alzheimer's Disease Using Optical Coherence Tomography and Angiography    Yasemin Turkan, F. Boray Tek arXiv_AI arXiv_AI  Review  Survey  Deep_Learning  Medical  PDF
• 2022-09-07 A hybrid Bayesian network for medical device risk assessment and management    Joshua Hunte, Martin Neil, Norman Fenton arXiv_AI arXiv_AI  Pose  Medical  PDF
• 2022-09-07 Deep Learning for Medical Imaging From Diagnosis Prediction to its Counterfactual Explanation    Sumedha Singla arXiv_CV arXiv_CV  Deep_Learning  Medical  Prediction  PDF
• 2022-09-07 Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers    Kevin Miao, Akash Gokul, Raghav Singh, Suzanne Petryk, Joseph Gonzalez, Kurt Keutzer, Trevor Darrell, Colorado Reed arXiv_CV arXiv_CV  Transformer  Segmentation  Represenation_Learning  Knowledge  Self-Supervised  Classification  Attention  Medical  PDF
• 2022-09-06 Increasing Adverse Drug Events extraction robustness on social media: case study on negation and speculation    Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni, Enrico Santus, Giuseppe Serra arXiv_CL arXiv_CL  Face  Action  Detection  Medical  PDF
• 2022-09-06 Single-Stage Broad Multi-Instance Multi-Label Learning with Diverse Inter-Correlations and its application to medical image classification    Qi Lai, Jianhang Zhou, Yanfen Gan, Chi-Man Vong, Deshuang Huang arXiv_AI arXiv_AI  Enhancement  Optimization  Pose  Classification  Relation  Medical  Image_Classification  PDF
• 2022-09-06 MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation    Justin Sonneck, Jianxu Chen arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Restoration  Deep_Learning  Medical  PDF
• 2022-09-06 Surya Namaskar: real-time advanced yoga pose recognition and correction for smart healthcare    Abhishek Sharma, Pranjal Sharma, Darshan Pincha, Prateek Jain arXiv_CV arXiv_CV  Recognition  Pose  Deep_Learning  Attention  Medical  Activity  PDF
• 2022-09-06 The HoloLens in Medicine: A systematic Review and Taxonomy    Christina Gsaxner, Jianning Li, Antonio Pepe, Yuan Jin, Jens Kleesiek, Dieter Schmalstieg, Jan Egger arXiv_CV arXiv_CV  Tracking  Review  Attention  Medical  PDF
• 2022-09-06 Multimodal contrastive learning for remote sensing tasks    Umangi Jain, Alex Wilson, Varun Gulshan arXiv_CV arXiv_CV  Segmentation  Embedding  Self-Supervised  Pose  Contrastive_Learning  Medical  PDF
• 2022-09-06 An evaluation of U-Net in Renal Structure Segmentation    Haoyu Wang, Ziyan Huang, Jin Ye, Can Tu, Yuncheng Yang, Shiyi Du, Zhongying Deng, Chenglong Ma, Jingqi Niu, Junjun He arXiv_CV arXiv_CV  Segmentation  Medical  PDF
• 2022-09-06 Impact analysis of recovery cases due to COVID19 using LSTM deep learning model    Md Ershadul Haque, Samiul Hoque arXiv_CV arXiv_CV  RNN  Deep_Learning  Medical  Prediction  PDF
• 2022-09-05 Consistency-Based Semi-supervised Evidential Active Learning for Diagnostic Radiograph Classification    Shafa Balaram, Cuong M. Nguyen, Ashraf Kassim, Pavitra Krishnaswamy arXiv_AI arXiv_AI  Adversarial  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2022-09-05 HealthyGAN: Learning from Unannotated Medical Images to Detect Anomalies Associated with Human Disease    Md Mahfuzur Rahman Siddiquee, Jay Shah, Teresa Wu, Catherine Chong, Todd Schwedt, Baoxin Li arXiv_CV arXiv_CV  Unsupervised  Pose  Detection  GAN  Medical  PDF
• 2022-09-05 Query-focused Extractive Summarisation for Biomedical and COVID-19 Complex Question Answering    Diego Mollá (Macquarie University, Sydney, Australia) arXiv_CL arXiv_CL  Bert  Classification  GAN  Medical  PDF
• 2022-09-05 An Artificial Intelligence Outlook for Colorectal Cancer Screening    Panagiotis Katrakazas, Aristotelis Ballas, Marco Anisetti, Ilias Spais arXiv_AI arXiv_AI  Knowledge  Review  Action  Medical  PDF
• 2022-09-05 Representation Learning for Non-Melanoma Skin Cancer using a Latent Autoencoder    Simon Myles Thomas arXiv_CV arXiv_CV  Reconstruction  Represenation_Learning  Adversarial  Medical  PDF
• 2022-09-04 Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomography    Thomas Z. Li, Kaiwen Xu, Riqiang Gao, Yucheng Tang, Thomas A. Lasko, Fabien Maldonado, Kim Sandler, Bennett A. Landman arXiv_CV arXiv_CV  Transformer  Embedding  Sparse  Pose  Classification  Attention  Medical  PDF
• 2022-09-04 A systematic study of race and sex bias in CNN-based cardiac MR segmentation    Tiarna Lee, Esther Puyol-Anton, Bram Ruijsink, Miaojing Shi, Andrew P. King arXiv_AI arXiv_AI  Segmentation  Deep_Learning  Medical  CNN  PDF
• 2022-09-04 Representative Image Feature Extraction via Contrastive Learning Pretraining for Chest X-ray Report Generation    Yu-Jen Chen, Wei-Hsiang Shen, Hao-Wei Chung, Jing-Hao Chiu, Da-Cheng Juan, Tsung-Ying Ho, Chi-Tung Cheng, Meng-Lin Li, Tsung-Yi Ho arXiv_CV arXiv_CV  Segmentation  Pose  Contrastive_Learning  Action  Quantitative  Medical  PDF
• 2022-09-03 Source-Free Unsupervised Domain Adaptation with Norm and Shape Constraints for Medical Image Segmentation    Satoshi Kondo arXiv_CV arXiv_CV  Segmentation  Unsupervised  Pose  GAN  Medical  PDF
• 2022-09-02 Extend and Explain: Interpreting Very Long Language Models    Joel Stremmel, Brian L. Hill, Jeffrey Hertzberg, Jaime Murillo, Llewelyn Allotey, Eran Halperin arXiv_CL arXiv_CL  Transformer  Sparse  Review  Pose  Action  Attention  Medical  Language_Model  Prediction  PDF
• 2022-09-02 nnOOD: A Framework for Benchmarking Self-supervised Anomaly Localisation Methods    Matthew Baugh, Jeremy Tan, Athanasios Vlontzos, Johanna P. Müller, Bernhard Kainz arXiv_CV arXiv_CV  Self-Supervised  Detection  Medical  PDF
• 2022-09-02 Multimodal Information Fusion for Glaucoma and DR Classification    Yihao Li, Mostafa El Habib Daho, Pierre-Henri Conze, Hassan Al Hajj, Sophie Bonnin, Hugang Ren, Niranchana Manivannan, Stephanie Magazzeni, Ramin Tadayoni, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec arXiv_CV arXiv_CV  3D  Classification  Deep_Learning  Relation  Medical  PDF
• 2022-09-01 HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images    Saad Wazir, Muhammad Moazam Fraz arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Boundary_Detection  Detection  Attention  Medical  PDF
• 2022-09-01 Exploring traditional machine learning for identification of pathological auscultations    Haroldas Razvadauskas, Evaldas Vaiciukynas, Kazimieras Buskus, Lukas Drukteinis, Lukas Arlauskas, Saulius Sadauskas, Albinas Naudziunas arXiv_AI arXiv_AI  Unsupervised  Detection  Medical  PDF
• 2022-09-01 Focus-Driven Contrastive Learniang for Medical Question Summarization    Ming Zhang, Shuai Dou, Ziyang Wang, Yunfang Wu arXiv_AI arXiv_AI  Pose  Contrastive_Learning  Face  Summarization  Medical  PDF
• 2022-09-01 Negation detection in Dutch clinical texts: an evaluation of rule-based and machine learning methods    Bram van Es, Leon C. Reteig, Sander C. Tan, Marijn Schraagen, Myrthe M. Hemker, Sebastiaan R.S. Arends, Miguel A.R. Rios, Saskia Haitjema arXiv_CL arXiv_CL  Bert  RNN  Action  Classification  Detection  Medical  PDF
• 2022-09-01 Self-Supervised Pretraining for 2D Medical Image Segmentation    András Kalapos, Bálint Gyires-Tóth arXiv_CV arXiv_CV  Segmentation  Knowledge  Self-Supervised  Medical  PDF
• 2022-09-01 ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification    Zhixiong Yang, Junwen Pan, Yanzhan Yang, Xiaozhou Shi, Hong-Yu Zhou, Zhicheng Zhang, Cheng Bian arXiv_CV arXiv_CV  Adversarial  Pose  Contrastive_Learning  Classification  Medical  Image_Classification  PDF
• 2022-08-31 Addressing Class Imbalance in Semi-supervised Image Segmentation: A Study on Cardiac MRI    Hritam Basak, Sagnik Ghosal, Ram Sarkar arXiv_CV arXiv_CV  Segmentation  Pose  Medical  PDF
• 2022-08-31 Modified Weibull distribution for Biomedical signals denoising    A. M. Adam, R. M. Farouk, B. S .El-Desouky arXiv_CV arXiv_CV  Action  Denoising  GAN  Medical  Activity  PDF
• 2022-08-31 Robustness of an Artificial Intelligence Solution for Diagnosis of Normal Chest X-Rays    Tom Dyer, Jordan Smith, Gaetan Dissez, Nicole Tay, Qaiser Malik, Tom Naunton Morgan, Paul Williams, Liliana Garcia-Mondragon, George Pearse, Simon Rasalingham arXiv_AI arXiv_AI  Pose  Classification  Medical  PDF
• 2022-08-31 Application of Data Encryption in Chinese Named Entity Recognition    Kaifang Long, Jikun Dong, Shengyu Fan, Yanfang Geng, Yang Cao, Han Zhao, Hui Yu, Weizhi Xu arXiv_CL arXiv_CL  Recognition  Pose  Deep_Learning  Medical  PDF
• 2022-08-30 Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLP    Johann Frei, Frank Kramer arXiv_AI arXiv_AI  Pose  Medical  Language_Model  Matching  PDF
• 2022-08-30 Automated recognition of the pericardium contour on processed CT images using genetic algorithms    E. O. Rodrigues, L. O. Rodrigues, L. S. N. Oliveira, A. Conci, P. Liatsis arXiv_CV arXiv_CV  Recognition  Pose  Contour  Medical  PDF
• 2022-08-30 Machine learning in the prediction of cardiac epicardial and mediastinal fat volumes    É. O. Rodrigues, V. H. A. Pinheiro, P. Liatsis, A. Conci arXiv_CV arXiv_CV  Segmentation  Pose  Relation  Medical  Prediction  PDF
• 2022-08-30 FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for Brain    Mostafa Mehdipour Ghazi, Mads Nielsen arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Pose  Deep_Learning  Relation  Medical  PDF
• 2022-08-30 Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning    Tianyuan Yao, Chang Qu, Jun Long, Quan Liu, Ruining Deng, Yuanhan Tian, Jiachen Xu, Aadarsh Jha, Zuhayr Asad, Shunxing Bao, Mengyang Zhao, Agnes B. Fogo, Bennett A.Landman, Haichun Yang, Catie Chang, Yuankai Huo arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Pose  Contrastive_Learning  Classification  Detection  Medical  Image_Classification  PDF
• 2022-08-30 DLDNN: Deterministic Lateral Displacement Design Automation by Neural Networks    Farzad Vatandoust, Hoseyn A. Amiri, Sima Mas-hafi arXiv_AI arXiv_AI  Transfer_Learning  Pose  Attention  Medical  CNN  PDF
• 2022-08-30 A Dataset and Baseline Approach for Identifying Usage States from Non-Intrusive Power Sensing With MiDAS IoT-based Sensors    Bharath Muppasani, Cheyyur Jaya Anand, Chinmayi Appajigowda, Biplav Srivastava, Lokesh Johri arXiv_AI arXiv_AI  Medical  PDF
• 2022-08-29 Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest    Yifan Jin, Jiangmeng Li, Zheng Lian, Chengbo Jiao, Xiaohui Hu arXiv_CL arXiv_CL  Pose  Action  Relation  Relation_Extraction  Medical  CNN  PDF
• 2022-08-29 Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study    Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, George Shih, Ronald M. Summers, Yifan Peng, Zhangyang Wang arXiv_CV arXiv_CV  Classification  Medical  Image_Classification  PDF
• 2022-08-29 Boundary-Aware Network for Abdominal Multi-Organ Segmentation    Shishuai Hu, Zehui Liao, Yong Xia arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Attention  GAN  Medical  PDF
• 2022-08-29 Boundary-Aware Network for Kidney Parsing    Shishuai Hu, Yiwen Ye, Zehui Liao, Yong Xia arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Attention  Medical  PDF
• 2022-08-29 Label Propagation for 3D Carotid Vessel Wall Segmentation and Atherosclerosis Diagnosis    Shishuai Hu, Zehui Liao, Yong Xia arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Medical  PDF
• 2022-08-28 Efficient liver segmentation with 3D CNN using computed tomography scans    Khaled Humady, Yasmeen Al-Saeed, Nabila Eladawi, Ahmed Elgarayhi, Mohammed Elmogy, Mohammed Sallah arXiv_CV arXiv_CV  Segmentation  3D  Pose  GAN  Medical  PDF
• 2022-08-28 Interpretable medical claims modeling for discharge placement to prevent avoidable all-cause readmissions or death    Joshua C. Chang, Ted L. Chang, Carson C. Chow, Rohit Mahajan, Sonya Mahajan, Shashaank Vattikuti, Hongjing Xia arXiv_AI arXiv_AI  Face  Action  Classification  Medical  PDF
• 2022-08-28 Automatic Infectious Disease Classification Analysis with Concept Discovery    Elena Sizikova, Joshua Vendrow, Xu Cao, Rachel Grotheer, Jamie Haddock, Lara Kassab, Alona Kryshchenko, Thomas Merkh, R. W. M. A. Madushani, Kenny Moise, Annie Ulichney, Huy V. Vo, Chuntian Wang, Megan Coffee, Kathryn Leonard, Deanna Needell arXiv_AI arXiv_AI  Unsupervised  Weakly_Supervised  Pose  Classification  Medical  Prediction  PDF
• 2022-08-26 Region-guided CycleGANs for Stain Transfer in Whole Slide Images    Joseph Boyd, Irène Villa, Marie-Christine Mathieu, Eric Deutsch, Nikos Paragios, Maria Vakalopoulou, Stergios Christodoulidis arXiv_CV arXiv_CV  Unsupervised  Pose  GAN  Medical  PDF
• 2022-08-26 Itemset Utility Maximization with Correlation Measure    Jiahui Chen, Yixin Xu, Shicheng Wan, Wensheng Gan, Jerry Chun-Wei Lin arXiv_AI arXiv_AI  Sparse  Pose  Detection  Relation  Medical  PDF
• 2022-08-26 Deformation equivariant cross-modality image synthesis with paired non-aligned training data    Joel Honkamaa, Umair Khan, Sonja Koivukoski, Leena Latonen, Pekka Ruusuvuori, Pekka Marttinen arXiv_CV arXiv_CV  Adversarial  Pose  Medical  PDF
• 2022-08-26 Robust Prototypical Few-Shot Organ Segmentation with Regularized Neural-ODEs    Prashant Pandey, Mustafa Chasmai, Tanuj Sur, Brejesh Lall arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Adversarial  Pose  Deep_Learning  Few-Shot  Attention  GAN  Medical  CNN  PDF
• 2022-08-26 Parotid Gland MR Image Segmentation Based on Contrastive Learning    Zi'an Xu, Yin Dai, Fayu Liu, Boyuan Wu, Weibing Chen, Lifu Shi arXiv_AI arXiv_AI  Transformer  Segmentation  Unsupervised  Transfer_Learning  Contrastive_Learning  Medical  PDF
• 2022-08-26 Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record Context    Zonghai Yao, Yi Cao, Zhichao Yang, Vijeta Deshpande, Hong Yu arXiv_AI arXiv_AI  Knowledge  Action  Medical  Language_Model  PDF
• 2022-08-25 Using Atom-Like Local Image Features to Study Human Genetics and Neuroanatomy in Large Sets of 3D Medical Image Volumes    Laurent Chauvin arXiv_CV arXiv_CV  3D  Pose  Medical  PDF
• 2022-08-25 Riesz-Quincunx-UNet Variational Auto-Encoder for Satellite Image Denoising    Duy H. Thai, Xiqi Fei, Minh Tri Le, Andreas Züfle, Konrad Wessels arXiv_CV arXiv_CV  Image_Caption  Segmentation  Pose  Quantitative  Deep_Learning  Denoising  Medical  CNN  PDF
• 2022-08-25 Fix-A-Step: Effective Semi-supervised Learning from Uncurated Unlabeled Sets    Zhe Huang, Mary-Joy Sidhom, Benjamin S. Wessler, Michael C. Hughes arXiv_AI arXiv_AI  Gradient_Descent  Medical  PDF
• 2022-08-24 GAN-based generative modelling for dermatological applications -- comparative study    Sandra Carrasco Limeros, Sylwia Majchrowska, Mohamad Khir Zoubi, Anna Rosén, Juulia Suvilehto, Lisa Sjöblom, Magnus Kjellberg arXiv_AI arXiv_AI  Embedding  Adversarial  GAN  Medical  PDF
• 2022-08-24 Cats: Complementary CNN and Transformer Encoders for Segmentation    Hao Li, Dewei Hu, Han Liu, Jiacheng Wang, Ipek Oguz arXiv_CV arXiv_CV  Transformer  Segmentation  3D  Pose  Action  Deep_Learning  Medical  CNN  PDF
• 2022-08-24 Prostate Lesion Detection and Salient Feature Assessment Using Zone-Based Classifiers    Haoli Yin, Nithin Buduma arXiv_CV arXiv_CV  Salient  Action  Classification  Deep_Learning  Detection  Medical  CNN  Prediction  PDF
• 2022-08-24 Q-Net: Query-Informed Few-Shot Medical Image Segmentation    Qianqian Shen, Yanan Li, Jiyong Jin, Bin Liu arXiv_CV arXiv_CV  Segmentation  Pose  Action  Deep_Learning  Detection  Few-Shot  Medical  PDF
• 2022-08-24 Self-Supervised Endoscopic Image Key-Points Matching    Manel Farhat, Houda Chaabouni-Chouayakh, Achraf Ben-Hamadou arXiv_CV arXiv_CV  Self-Supervised  Pose  Action  Deep_Learning  Medical  CNN  Matching  PDF
• 2022-08-24 Multi-Modality Abdominal Multi-Organ Segmentation with Deep Supervised 3D Segmentation Model    Satoshi Kondo, Satoshi Kasai arXiv_CV arXiv_CV  Segmentation  3D  Face  GAN  Medical  PDF
• 2022-08-23 SurvSHAP: Time-dependent explanations of machine learning survival models    Mateusz Krzyziński, Mikołaj Spytek, Hubert Baniecki, Przemysław Biecek arXiv_AI arXiv_AI  Pose  Deep_Learning  Medical  Prediction  PDF
• 2022-08-23 Robot Active Neural Sensing and Planning in Unknown Cluttered Environments    Hanwen Ren, Ahmed H. Qureshi arXiv_AI arXiv_AI  Reconstruction  Pose  Action  Medical  Inference  PDF
• 2022-08-23 Unsupervised Anomaly Localization with Structural Feature-Autoencoders    Felix Meissen, Johannes Paetzold, Georgios Kaissis, Daniel Rueckert arXiv_CV arXiv_CV  Reconstruction  Unsupervised  Pose  Detection  Medical  PDF
• 2022-08-23 Deep Structural Causal Shape Models    Rajat Rasal, Daniel C. Castro, Nick Pawlowski, Ben Glocker arXiv_CV arXiv_CV  Segmentation  3D  Pose  Face  Quantitative  Deep_Learning  Medical  PDF
• 2022-08-23 Aging prediction using deep generative model toward the development of preventive medicine    Hisaichi Shibata, Shouhei Hanaoka, Yukihiro Nomura, Naoto Hayashi, Osamu Abe arXiv_CV arXiv_CV  Medical  Prediction  PDF
• 2022-08-23 Extending nnU-Net is all you need    Fabian Isensee, Constantin Ulrich, Tassilo Wald, Klaus H. Maier-Hein arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Medical  PDF
• 2022-08-23 Semi-Automatic Labeling and Semantic Segmentation of Gram-Stained Microscopic Images from DIBaS Dataset    Chethan Reddy G.P., Pullagurla Abhijith Reddy, Vidyashree R. Kanabur, Deepu Vijayasenan, Sumam S. David, Sreejith Govindan arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Classification  Deep_Learning  Medical  PDF
• 2022-08-23 CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical Image    Jinkai Lv, Yuyong Hu, Quanshui Fu, Zhiwang Zhang, Yuqiang Hu, Lin Lv, Guoqing Yang, Jinpeng Li, Yi Zhao arXiv_CV arXiv_CV  Segmentation  Pose  Action  Relation  Medical  CNN  PDF
• 2022-08-23 Spiral Contrastive Learning: An Efficient 3D Representation Learning Method for Unannotated CT Lesions    Penghua Zhai, Enwei Zhu, Baolian Qi, Xin Wei, Jinpeng Li arXiv_CV arXiv_CV  Embedding  Unsupervised  3D  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Classification  Medical  PDF
• 2022-08-22 Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound    Zeyu Fu, Jianbo Jiao, Robail Yasrab, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Represenation_Learning  Self-Supervised  Pose  Contrastive_Learning  Medical  PDF
• 2022-08-22 Split-U-Net: Preventing Data Leakage in Split Learning for Collaborative Multi-Modal Brain Tumor Segmentation    Holger R. Roth, Ali Hatamizadeh, Ziyue Xu, Can Zhao, Wenqi Li, Andriy Myronenko, Daguang Xu arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  PDF
• 2022-08-22 Fight Fire With Fire: Reversing Skin Adversarial Examples by Multiscale Diffusive and Denoising Aggregation Mechanism    Yongwei Wang, Yuan Li, Zhiqi Shen arXiv_CV arXiv_CV  Adversarial  Pose  Classification  Deep_Learning  Denoising  Medical  PDF
• 2022-08-22 A Medical Semantic-Assisted Transformer for Radiographic Report Generation    Zhanyu Wang, Mingkang Tang, Lei Wang, Xiu Li, Luping Zhou arXiv_CV arXiv_CV  Image_Caption  Transformer  Sparse  Pose  Action  Attention  Medical  Caption  PDF
• 2022-08-22 IEEE Trust, Acceptance and Social Cues in Human-Robot Interaction -- SCRITA 2022 Workshop    Alessandra Rossi, Patrick Holthaus, Sìlvia Moros, Gabriella Lakatos arXiv_RO arXiv_RO  Action  Relation  Medical  PDF
• 2022-08-22 Semi-supervised classification using a supervised autoencoder for biomedical applications    Cyprien Gille, Frederic Guyard, Michel Barlaud arXiv_AI arXiv_AI  Reconstruction  Classification  Medical  PDF
• 2022-08-22 BigBraveBN: algorithm of structural learning for bayesian networks with a large number of nodes    Yury Kaminsky, Irina Deeva arXiv_AI arXiv_AI  Medical  PDF
• 2022-08-22 Survey of NLP in Pharmacology: Methodology, Tasks, Resources, Knowledge, and Tools    Dimitar Trajanov, Vangel Trajkovski, Makedonka Dimitrieva, Jovana Dobreva, Milos Jovanovik, Matej Klemen, Aleš Žagar, Marko Robnik-Šikonja arXiv_CL arXiv_CL  Knowledge  Adversarial  Survey  Action  Medical  PDF
• 2022-08-22 Lirot.ai: A Novel Platform for Crowd-Sourcing Retinal Image Segmentations    Jonathan Fhima, Jan Van Eijgen, Moti Freiman, Ingeborg Stalmans, Joachim A. Behar arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  PDF
• 2022-08-21 GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization    Qianqian Xie, Jimin Huang, Tulika Saha, Sophia Ananiadou arXiv_CL arXiv_CL  Transformer  Salient  Pose  Contrastive_Learning  Summarization  Medical  Language_Model  PDF
• 2022-08-21 A Web Application for Experimenting and Validating Remote Measurement of Vital Signs    Amtul Haq Ayesha, Donghao Qiao, Farhana Zulkernine arXiv_AI arXiv_AI  Face  Medical  PDF
• 2022-08-21 Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation    Lihe Yang, Lei Qi, Litong Feng, Wayne Zhang, Yinghuan Shi arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Medical  Prediction  PDF
• 2022-08-21 PointDP: Diffusion-driven Purification against Adversarial Attacks on 3D Point Cloud Recognition    Jiachen Sun, Weili Nie, Zhiding Yu, Z. Morley Mao, Chaowei Xiao arXiv_CV arXiv_CV  Recognition  Point_Cloud  3D  Adversarial  Pose  Deep_Learning  Medical  Autonomous  PDF
• 2022-08-21 Forensic Dental Age Estimation Using Modified Deep Learning Neural Network    Isa Atas, Cuneyt Ozdemir, Musa Atas, Yahya Dogan arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Relation  Medical  PDF
• 2022-08-20 Artifact-Based Domain Generalization of Skin Lesion Models    Alceu Bissoto, Catarina Barata, Eduardo Valle, Sandra Avila arXiv_AI arXiv_AI  Pose  Deep_Learning  Medical  Inference  PDF
• 2022-08-20 A Domain Generalization Approach for Out-Of-Distribution 12-lead ECG Classification with Convolutional Neural Networks    Aristotelis Ballas, Christos Diou arXiv_AI arXiv_AI  Pose  Classification  Deep_Learning  Medical  CNN  PDF
• 2022-08-20 Transforming the Interactive Segmentation for Medical Imaging    Wentao Liu, Chaofan Ma, Yuhuan Yang, Weidi Xie, Ya Zhang arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Attention  GAN  Medical  PDF
• 2022-08-20 Review on Action Recognition for Accident Detection in Smart City Transportation Systems    Victor Adewopo, Nelly Elsayed, Zag ElSayed, Murat Ozer, Ahmed Abdelgawad, Magdy Bayoumi arXiv_AI arXiv_AI  Surveillance  Recognition  Review  Action_Recognition  Action  Detection  Medical  Drone  Autonomous  PDF
• 2022-08-19 Graph-Augmented Cyclic Learning Framework for Similarity Estimation of Medical Clinical Notes    Can Zheng, Yanshan Wang, Xiaowei Jia arXiv_CL arXiv_CL  Bert  Knowledge  Relation  Medical  Language_Model  PDF
• 2022-08-19 PrepNet: A Convolutional Auto-Encoder to Homogenize CT Scans for Cross-Dataset Medical Image Analysis    Mohammadreza Amirian, Javier A. Montoya-Zegarra, Jonathan Gruss, Yves D. Stebler, Ahmet Selman Bozkir, Marco Calandri, Friedhelm Schwenker, Thilo Stadelmann arXiv_CV arXiv_CV  Pose  Medical  CNN  PDF
• 2022-08-19 End-to-end Clinical Event Extraction from Chinese Electronic Health Record    Wei Feng, Ruochen Huang, Yun Yu, Huiting Sun, Yun Liu arXiv_CL arXiv_CL  Action  Medical  PDF
• 2022-08-19 PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation    Guotai Wang, Xiangde Luo, Ran Gu, Shuojue Yang, Yijie Qu, Shuwei Zhai, Qianfei Zhao, Kang Li, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  Weakly_Supervised  Sparse  Pose  Deep_Learning  Medical  PDF
• 2022-08-19 Diagnose Like a Radiologist: Hybrid Neuro-Probabilistic Reasoning for Attribute-Based Medical Image Diagnosis    Gangming Zhao, Quanlong Feng, Chaoqi Chen, Zhen Zhou, Yizhou Yu arXiv_CV arXiv_CV  Classification  Relation  Attention  Medical  CNN  PDF
• 2022-08-19 EAA-Net: Rethinking the Autoencoder Architecture with Intra-class Features for Medical Image Segmentation    Shiqiang Ma, Xuejian Li, Jijun Tang, Fei Guo arXiv_CV arXiv_CV  Reconstruction  Segmentation  Semantic_Segmentation  Pose  Attention  Medical  CNN  PDF
• 2022-08-18 A Two-stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction    Manli Zhu, Qianhui Men, Edmond S. L. Ho, Howard Leung, Hubert P. H. Shum arXiv_CV arXiv_CV  3D  Pose  Deep_Learning  Medical  CNN  Prediction  PDF
• 2022-08-18 RRWaveNet: A Compact End-to-End Multi-Scale Residual CNN for Robust PPG Respiratory Rate Estimation    Pongpanut Osathitporn, Guntitat Sawadwuthikul, Punnawish Thuwajit, Kawisara Ueafuea, Thee Mateepithaktham, Narin Kunaseth, Tanut Choksatchawathi, Proadpran Punyabukkana, Emmanuel Mignot, Theerawit Wilaiprasitporn arXiv_CV arXiv_CV  Transfer_Learning  Pose  Deep_Learning  Medical  PDF
• 2022-08-18 Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures    Ran Gu, Jingyang Zhang, Guotai Wang, Wenhui Lei, Tao Song, Xiaofan Zhang, Kang Li, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  Pose  Contrastive_Learning  Medical  CNN  Prediction  PDF
• 2022-08-17 Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models    Yanjun Gao, Dmitry Dligach, Timothy Miller, Dongfang Xu, Matthew M. Churpek, Majid Afshar arXiv_CL arXiv_CL  Transformer  Embedding  Bert  Knowledge  Pose  Summarization  Medical  Language_Model  PDF
• 2022-08-17 Video-TransUNet: Temporally Blended Vision Transformer for CT VFSS Instance Segmentation    Chengxi Zeng, Xinyu Yang, Majid Mirmehdi, Alberto M Gambaruto, Tilo Burghardt arXiv_CV arXiv_CV  Transformer  Segmentation  Tracking  Pose  Face  Deep_Learning  Attention  Medical  CNN  PDF
• 2022-08-17 Deep Learning-Based Discrete Calibrated Survival Prediction    Patrick Fuhlert, Anne Ernst, Esther Dietrich, Fabian Westhaeusser, Karin Kloiber, Stefan Bonn arXiv_AI arXiv_AI  Deep_Learning  Medical  Prediction  PDF
• 2022-08-17 Data-Efficient Vision Transformers for Multi-Label Disease Classification on Chest Radiographs    Finn Behrendt, Debayan Bhattacharya, Julia Krüger, Roland Opfer, Alexander Schlaefer arXiv_CV arXiv_CV  Transformer  Salient  Knowledge  Pose  Classification  Deep_Learning  Detection  Attention  Medical  CNN  PDF
• 2022-08-17 STTAR: Surgical Tool Tracking using off-the-shelf Augmented Reality Head-Mounted Displays    Alejandro Martin-Gomez, Haowei Li, Tianyu Song, Sheng Yang, Guangzhi Wang, Hui Ding, Nassir Navab, Zhe Zhao, Mehran Armand arXiv_RO arXiv_RO  Tracking  Pose  Detection  Medical  PDF
• 2022-08-16 DICE: Data-Efficient Clinical Event Extraction with Generative Models    Mingyu Derek Ma, Alex Taylor, Wei Wang, Nanyun Peng arXiv_CL arXiv_CL  Action  Medical  PDF
• 2022-08-16 FALCON: Sound and Complete Neural Semantic Entailment over ALC Ontologies    Zhenwei Tang, Tilman Hinnerichs, Xi Peng, Xiangliang Zhang, Robert Hoehndorf arXiv_AI arXiv_AI  Knowledge  Pose  Ontology  Medical  PDF
• 2022-08-15 Entity Anchored ICD Coding    Jay DeYoung, Han-Chin Shing, Luyang Kong, Christopher Winestock, Chaitanya Shivade arXiv_CL arXiv_CL  Medical  Prediction  PDF
• 2022-08-15 Exploring the Viability of Robot-supported Flipped Classes in English for Medical Purposes Reading Com-prehension    Amin Rezasoltani, Ehsa Saffari, Sobhan Konjani, Hasan Ramezanian, Milad Zam arXiv_RO arXiv_RO  Pose  Medical  PDF
• 2022-08-15 Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives    Xiaofeng Liu, Chaehwa Yoo, Fangxu Xing, Hyejin Oh, Georges El Fakhri, Je-Won Kang, Jonghye Woo arXiv_AI arXiv_AI  Unsupervised  Review  Pose  Deep_Learning  Detection  Medical  PDF
• 2022-08-15 An Efficient Multi-Scale Fusion Network for 3D Organ at Risk Segmentation    Abhishek Srivastava, Debesh Jha, Elif Keles, Bulent Aydogan, Mohamed Abazeed, Ulas Bagci arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  GAN  Medical  PDF
• 2022-08-15 Learn2Trust: A video and streamlit-based educational programme for AI-based medical image analysis targeted towards medical students    Hanna Siebert, Marian Himstedt, Mattias Heinrich arXiv_CV arXiv_CV  Survey  Quantitative  Medical  PDF
• 2022-08-15 Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021    Carole H. Sudre, Kimberlin Van Wijnen, Florian Dubost, Hieab Adams, David Atkinson, Frederik Barkhof, Mahlet A. Birhanu, Esther E. Bron, Robin Camarasa, Nish Chaturvedi, Yuan Chen, Zihao Chen, Shuai Chen, Qi Dou, Tavia Evans, Ivan Ezhov, Haojun Gao, Marta Girones Sanguesa, Juan Domingo Gispert, Beatriz Gomez Anson, Alun D. Hughes, M. Arfan Ikram, Silvia Ingala, H. Rolf Jaeger, Florian Kofler, Hugo J. Kuijf, Denis Kutnar, Minho Lee, Bo Li, Luigi Lorenzini, Bjoern Menze, Jose Luis Molinuevo, Yiwei Pan, Elodie Puybareau, Rafael Rehwald, Ruisheng Su, Pengcheng Shi, Lorna Smith, Therese Tillin, Guillaume Tochon, Helene Urien, Bas H.M. van der Velden, Isabelle F. van der Velpen, Benedikt Wiestler, Frank J. Wolters, Pinar Yilmaz, Marius de Groot, Meike W. Vernooij, Marleen de Bruijne (for the ALFA study) arXiv_AI arXiv_AI  Segmentation  Sparse  Detection  Medical  PDF
• 2022-08-15 Automatic Landmark Detection and Registration of Brain Cortical Surfaces via Quasi-Conformal Geometry and Convolutional Neural Networks    Yuchen Guo, Qiguang Chen, Gary P. T. Choi, Lok Ming Lui arXiv_CV arXiv_CV  Optimization  Pose  Face  Action  Detection  Medical  CNN  Prediction  PDF
• 2022-08-14 Remote Photoplethysmography from Low Resolution videos: An end-to-end solution using Efficient ConvNets    Bharath Ramakrishnan, Ruijia Deng arXiv_CV arXiv_CV  Pose  Deep_Learning  Medical  CNN  PDF
• 2022-08-13 Imputation Strategies Under Clinical Presence: Impact on Algorithmic Fairness    Vincent Jeanselme, Maria De-Arteaga, Zhe Zhang, Jessica Barrett, Brian Tom arXiv_AI arXiv_AI  Pose  Relation  Medical  Recommendation  PDF
• 2022-08-13 Medical image analysis based on transformer: A Review    Zhaoshan Liu, Lei Shen arXiv_CV arXiv_CV  Transformer  Segmentation  Review  Classification  Detection  Denoising  Attention  GAN  Medical  Caption  PDF
• 2022-08-12 Traditional methods in Edge, Corner and Boundary detection    Sai Pavan Tadem arXiv_CV arXiv_CV  Edge_Detection  Segmentation  Review  Boundary_Detection  Detection  Object_Detection  Medical  Autonomous  PDF
• 2022-08-12 When CNN Meet with ViT: Towards Semi-Supervised Learning for Multi-Class Medical Image Semantic Segmentation    Ziyang Wang, Tianze Li, Jian-Qing Zheng, Baoru Huang arXiv_CV arXiv_CV  Transformer  Segmentation  Semantic_Segmentation  Pose  Medical  CNN  PDF
• 2022-08-12 Extraction of Pulmonary Airway in CT Scans Using Deep Fully Convolutional Networks    Shaofeng Yuan arXiv_CV arXiv_CV  3D  Action  Detection  Medical  CNN  PDF
• 2022-08-12 Triple-View Feature Learning for Medical Image Segmentation    Ziyang Wang, Irina Voiculescu arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Deep_Learning  Detection  Medical  PDF
• 2022-08-12 Semantic decomposition Network with Contrastive and Structural Constraints for Dental Plaque Segmentation    Jian Shi, Baoli Sun, Xinchen Ye, Zhihui Wang, Xiaolong Luo, Jin Liu, Heli Gao, Haojie Li arXiv_AI arXiv_AI  Segmentation  Pose  Action  Relation  Medical  PDF
• 2022-08-12 TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation    Xiangyu Zhao, Di Zang, Sheng Wang, Zhenrong Shen, Kai Xuan, Zeyu Wei, Zhe Wang, Ruizhe Zheng, Xuehai Wu, Zheren Li, Qian Wang, Zengxin Qi, Lichi Zhang arXiv_CV arXiv_CV  Segmentation  Inpainting  3D  Adversarial  Pose  GAN  Medical  PDF
• 2022-08-11 Deep is a Luxury We Don't Have    Ahmed Taha, Yen Nhi Truong Vu, Brent Mombourquette, Thomas Paul Matthews, Jason Su, Sadanand Singh arXiv_CV arXiv_CV  Transformer  Pose  Attention  Medical  CNN  PDF
• 2022-08-11 Shifted Windows Transformers for Medical Image Quality Assessment    Caner Ozer, Arda Guler, Aysel Turkvatan Cansever, Deniz Alis, Ercan Karaarslan, Ilkay Oksuz arXiv_CV arXiv_CV  Transformer  Knowledge  Classification  Medical  Image_Classification  PDF
• 2022-08-11 PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation    Shuwei Zhai, Guotai Wang, Xiangde Luo, Qiang Yue, Kang Li, Shaoting Zhang arXiv_CV arXiv_CV  Segmentation  3D  Weakly_Supervised  Regularization  Knowledge  Pose  Medical  CNN  Prediction  PDF
• 2022-08-11 OpenMedIA: Open-Source Medical Image Analysis Toolbox and Benchmark under Heterogeneous AI Computing Platforms    Jia-Xin Zhuang, Xiansong Huang, Yang Yang, Jiancong Chen, Yue Yu, Wei Gao, Ge Li, Jie Chen, Tong Zhang arXiv_CV arXiv_CV  Segmentation  3D  Knowledge  Classification  Deep_Learning  Detection  Medical  Image_Classification  PDF
• 2022-08-10 Evaluating Generatively Synthesized Diabetic Retinopathy Imagery    Cristina-Madalina Dragan, Ruairi O'Reilly arXiv_CV arXiv_CV  Adversarial  Quantitative  GAN  Medical  PDF
• 2022-08-10 Towards Automating Retinoscopy for Refractive Error Diagnosis    Aditya Aggarwal, Siddhartha Gairola, Uddeshya Upadhyay, Akshay P Vasishta, Diwakar Rao, Aditya Goyal, Kaushik Murali, Nipun Kwatra, Mohit Jain arXiv_CV arXiv_CV  Pose  Action  Medical  PDF
• 2022-08-10 KiPA22 Report: U-Net with Contour Regularization for Renal Structures Segmentation    Kangqing Ye, Peng Liu, Qin Zhou, Guoyan Zheng arXiv_CV arXiv_CV  Segmentation  3D  Regularization  Pose  Deep_Learning  Contour  Medical  Prediction  PDF
• 2022-08-10 E Pluribus Unum Interpretable Convolutional Neural Networks    George Dimas, Eirini Cholopoulou, Dimitris K. Iakovidis arXiv_AI arXiv_AI  Classification  Medical  CNN  Prediction  PDF
• 2022-08-10 PatchDropout: Economizing Vision Transformers Using Patch Dropout    Yue Liu, Christos Matsoukas, Fredrik Strand, Hossein Azizpour, Kevin Smith arXiv_CV arXiv_CV  Transformer  Classification  Medical  Image_Classification  PDF
• 2022-08-10 Generative Transfer Learning: Covid-19 Classification with a few Chest X-ray Images    Suvarna Kadam, Vinay G. Vaidya arXiv_CV arXiv_CV  Transfer_Learning  Classification  Deep_Learning  Detection  Medical  PDF
• 2022-08-10 Multi-structure segmentation for renal cancer treatment with modified nn-UNet    Zhenyu Bu arXiv_CV arXiv_CV  Segmentation  3D  Knowledge  Pose  Deep_Learning  Attention  Medical  PDF
• 2022-08-10 Alternating Cross-attention Vision-Language Model for Efficient Learning with Medical Image and Report without Curation    Sangjoon Park, Eun Sun Lee, Jeong Eun Lee, Jong Chul Ye arXiv_CV arXiv_CV  Detection  Attention  Medical  Caption  Language_Model  PDF
• 2022-08-09 Automatic Ultrasound Image Segmentation of Supraclavicular Nerve Using Dilated U-Net Deep Learning Architecture    Mizuki Miyatake, Subhash Nerella, David Simpson, Natalia Pawlowicz, Sarah Stern, Patrick Tighe, Parisa Rashidi arXiv_CV arXiv_CV  Image_Caption  Segmentation  Recognition  Deep_Learning  Detection  Medical  PDF
• 2022-08-09 Efficient Out-of-Distribution Detection of Melanoma with Wavelet-based Normalizing Flows    M.M. Amaan Valiuddin, Christiaan G.A. Viviers, Ruud J.G. van Sloun, Peter H.N. de With, Fons van der Sommen arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Detection  Medical  Inference  PDF
• 2022-08-09 EfficientNet for Brain-Lesion classification    Quoc-Huy Trinh, Trong-Hieu Nguyen Mau, Radmir Zosimov, Minh-Van Nguyen arXiv_CV arXiv_CV  3D  Pose  Classification  Medical  PDF
• 2022-08-09 Res-Dense Net for 3D Covid Chest CT-scan classification    Quoc-Huy Trinh, Minh-Van Nguyen, Thien-Phuc Nguyen Dinh arXiv_CV arXiv_CV  3D  Pose  Classification  Medical  PDF
• 2022-08-09 Visual Heart Rate Estimation from RGB Facial Video using Spectral Reflectance    Bharath Ramakrishnan, Ruijia Deng, Hassan Ali arXiv_CV arXiv_CV  Face_Detection  Pose  Face  Deep_Learning  Detection  Medical  PDF
• 2022-08-08 Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation    Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob arXiv_AI arXiv_AI  Segmentation  3D  Adversarial  Pose  Medical  Inference  PDF
• 2022-08-08 Learning from imperfect training data using a robust loss function: application to brain image segmentation    Haleh Akrami, Wenhui Cui, Anand A Joshi, Richard M. Leahy arXiv_CV arXiv_CV  Reconstruction  Segmentation  Pose  Deep_Learning  Medical  PDF
• 2022-08-08 Abstractive Meeting Summarization: A Survey    Virgile Rennard, Guokan Shang, Julie Hunter, Michalis Vazirgiannis arXiv_CL arXiv_CL  Survey  Deep_Learning  Summarization  Medical  PDF
• 2022-08-08 All-optical image classification through unknown random diffusers using a single-pixel diffractive network    Yi Luo, Bijie Bai, Yuhang Li, Ege Cetintas, Aydogan Ozcan arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  Image_Classification  Autonomous  PDF
• 2022-08-08 Inflating 2D Convolution Weights for Efficient Generation of 3D Medical Images    Yanbin Liu, Girish Dwivedi, Farid Boussaid, Frank Sanfilippo, Makoto Yamada, Mohammed Bennamoun arXiv_CV arXiv_CV  3D  Pose  GAN  Medical  PDF
• 2022-08-08 Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration    Ziqi Zhou, Lei Qi, Yinghuan Shi arXiv_CV arXiv_CV  Segmentation  Restoration  Regularization  Medical  PDF
• 2022-08-07 Distributed Contrastive Learning for Medical Image Segmentation    Yawen Wu, Dewen Zeng, Zhepeng Wang, Yiyu Shi, Jingtong Hu arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Contrastive_Learning  Deep_Learning  Medical  Prediction  Matching  PDF
• 2022-08-07 U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?    Xi Jia, Joseph Bartlett, Tianyang Zhang, Wenqi Lu, Zhaowen Qiu, Jinming Duan arXiv_CV arXiv_CV  Transformer  Embedding  3D  Pose  Medical  CNN  PDF
• 2022-08-07 Image denoising in acoustic field microscopy    Shubham Kumar Gupta, Azeem Ahmad, Prakhar Kumar, Frank Melandso, Anowarul Habib arXiv_CV arXiv_CV  Denoising  Medical  Matching  PDF
• 2022-08-07 Weakly Supervised Online Action Detection for Infant General Movements    Tongyi Luo, Jia Xiao, Chuncao Zhang, Siheng Chen, Yuan Tian, Guangjun Yu, Kang Dang, Xiaowei Ding arXiv_CV arXiv_CV  Weakly_Supervised  Pose  Action  Classification  Detection  Medical  PDF
• 2022-08-06 HSIC-InfoGAN: Learning Unsupervised Disentangled Representations by Maximising Approximated Mutual Information    Xiao Liu, Spyridon Thermos, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris arXiv_CV arXiv_CV  Unsupervised  Bert  GAN  Medical  PDF
• 2022-08-06 An Adaptive and Altruistic PSO-based Deep Feature Selection Method for Pneumonia Detection from Chest X-Rays    Rishav Pramanik, Sourodip Sarkar, Ram Sarkar arXiv_CV arXiv_CV  Optimization  Pose  Deep_Learning  Detection  Medical  Prediction  PDF
• 2022-08-06 An Accurate and Explainable Deep Learning System Improves Interobserver Agreement in the Interpretation of Chest Radiograph    Hieu H. Pham, Ha Q. Nguyen, Hieu T. Nguyen, Linh T. Le, Lam Khanh arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  PDF
• 2022-08-05 Slice-level Detection of Intracranial Hemorrhage on CT Using Deep Descriptors of Adjacent Slices    Dat T. Ngo, Hieu H. Pham, Thao T.B. Nguyen, Hieu T. Nguyen, Dung B. Nguyen, Ha Q. Nguyen arXiv_CV arXiv_CV  3D  Represenation_Learning  Pose  Deep_Learning  Detection  Medical  CNN  PDF
• 2022-08-05 Federated Learning for Medical Applications: A Taxonomy, Current Trends, and Research Challenges    Ashish Rauniyar, Desta Haileselassie Hagos, Debesh Jha, Jan Erik Håkegård, Ulas Bagci, Danda B. Rawat, Vladimir Vlassov arXiv_CV arXiv_CV  Review  Survey  Attention  Medical  PDF
• 2022-08-05 Seamless Iterative Semi-Supervised Correction of Imperfect Labels in Microscopy Images    Marawan Elbatel, Christina Bornberg, Manasi Kattel, Enrique Almar, Claudio Marrocco, Alessandro Bria arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Classification  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2022-08-05 Deep Learning Neural Network for Lung Cancer Classification: Enhanced Optimization Function    Bhoj Raj Pandit, Abeer Alsadoon, P.W.C. Prasad, Sarmad Al Aloussi, Tarik A. Rashid, Omar Hisham Alsadoon, Oday D. Jerew arXiv_CV arXiv_CV  Reconstruction  Recognition  Optimization  Pose  Classification  Deep_Learning  Medical  CNN  Prediction  PDF
• 2022-08-05 RadTex: Learning Efficient Radiograph Representations from Text Reports    Keegan Quigley, Miriam Cha, Ruizhi Liao, Geeticka Chauhan, Steven Horng, Seth Berkowitz, Polina Golland arXiv_CV arXiv_CV  Image_Caption  Transformer  Classification  Deep_Learning  Medical  Caption  CNN  Image_Classification  PDF
• 2022-08-05 BoxShrink: From Bounding Boxes to Segmentation Masks    Michael Gröger, Vadim Borisov, Gjergji Kasneci arXiv_CV arXiv_CV  Segmentation  Pose  Medical  PDF
• 2022-08-05 Deep Feature Learning for Medical Acoustics    Alessandro Maria Poirè, Federico Simonetta, Stavros Ntalampiras arXiv_SD arXiv_SD  Pose  Classification  Medical  PDF
• 2022-08-05 Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle    Junde Wu, Huihui Fang, Hoayi Xiong, Lixin Duan, Mingkui Tan, Weihua Yang, Huiying Liu, Yanwu Xu arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  PDF
• 2022-08-05 Rethinking Degradation: Radiograph Super-Resolution via AID-SRGAN    Yongsong Huang, Qingzhong Wang, Shinichiro Omachi arXiv_CV arXiv_CV  Super_Resolution  Knowledge  Adversarial  Pose  Denoising  Attention  GAN  Medical  PDF
• 2022-08-04 A Novel Automated Classification and Segmentation for COVID-19 using 3D CT Scans    Shiyi Wang, Guang Yang arXiv_CV arXiv_CV  Segmentation  Embedding  3D  Pose  Face  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2022-08-04 Improved post-hoc probability calibration for out-of-domain MRI segmentation    Cheng Ouyang, Shuo Wang, Chen Chen, Zeju Li, Wenjia Bai, Bernhard Kainz, Daniel Rueckert arXiv_CV arXiv_CV  Segmentation  Pose  Medical  Prediction  PDF
• 2022-08-04 Self-Ensembling Vision Transformer for Robust Medical Image Classification    Faris Almalik, Mohammad Yaqub, Karthik Nandakumar arXiv_CV arXiv_CV  Transformer  Segmentation  Knowledge  Adversarial  Pose  Classification  Medical  CNN  Image_Classification  Prediction  PDF
• 2022-08-04 ACSGRegNet: A Deep Learning-based Framework for Unsupervised Joint Affine and Diffeomorphic Registration of Lumbar Spine CT via Cross- and Self-Attention Fusion    Xiaoru Gao, GuoYan Zheng arXiv_AI arXiv_AI  Transformer  Unsupervised  Pose  Deep_Learning  Attention  Medical  CNN  PDF
• 2022-08-04 Vocabulary Transfer for Medical Texts    Vladislav D. Mosin, Ivan P. Yamshchikov arXiv_CL arXiv_CL  Transfer_Learning  Medical  Language_Model  PDF
• 2022-08-04 Metadata-enhanced contrastive learning from retinal optical coherence tomography images    Robbie Holland, Oliver Leingang, Hrvoje Bogunović, Sophie Riedl, Lars Fritsche, Toby Prevost, Hendrik P. N. Scholl, Ursula Schmidt-Erfurth, Sobha Sivaprasad, Andrew J. Lotery, Daniel Rueckert, Martin J. Menten arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Contrastive_Learning  Classification  Deep_Learning  Relation  Medical  Prediction  PDF
• 2022-08-04 Image-based Contextual Pill Recognition with Medical Knowledge Graph Assistance    Anh Duy Nguyen, Thuy Dung Nguyen, Huy Hieu Pham, Thanh Hung Nguyen, Phi Le Nguyen arXiv_CV arXiv_CV  Embedding  Recognition  Knowledge  Knowledge_Graph  Pose  Classification  Deep_Learning  Relation  Attention  Medical  PDF
• 2022-08-04 Deep Semi-Supervised and Self-Supervised Learning for Diabetic Retinopathy Detection    Jose Miguel Arrieta Ramos, Oscar Perdómo, Fabio A. González arXiv_CV arXiv_CV  Unsupervised  Knowledge  Self-Supervised  Pose  Classification  Detection  Medical  PDF
• 2022-08-03 Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers    Amar Kumar, Anjun Hu, Brennan Nichyporuk, Jean-Pierre R. Falet, Douglas L. Arnold, Sotirios Tsaftaris, Tal Arbel arXiv_CV arXiv_CV  Deep_Learning  Medical  Activity  PDF
• 2022-08-03 Cross-lingual Approaches for the Detection of Adverse Drug Reactions in German from a Patient's Perspective    Lisa Raithel, Philippe Thomas, Roland Roller, Oliver Sapina, Sebastian Möller, Pierre Zweigenbaum arXiv_CL arXiv_CL  Bert  Action  Classification  Detection  Few-Shot  Medical  PDF
• 2022-08-03 Medical image registration using unsupervised deep neural network: A scoping literature review    Samaneh Abbasi, Meysam Tavakoli, Hamid Reza Boveiri, Mohammad Amin Mosleh Shirazi, Raouf Khayami, Hedieh Khorasani, Reza Javidan, Alireza Mehdizadeh arXiv_CV arXiv_CV  Unsupervised  Review  Deep_Learning  Medical  PDF
• 2022-08-02 Diagnosis of Paratuberculosis in Histopathological Images Based on Explainable Artificial Intelligence and Deep Learning    Tuncay Yiğit, Nilgün Şengöz, Özlem Özmen, Jude Hemanth, Ali Hakan Işık arXiv_CV arXiv_CV  Survey  Deep_Learning  Medical  PDF
• 2022-08-02 Lossy compression of multidimensional medical images using sinusoidal activation networks: an evaluation study    Matteo Mancini, Derek K. Jones, Marco Palombo arXiv_CV arXiv_CV  Pose  Deep_Learning  Medical  PDF
• 2022-08-02 Texture features in medical image analysis: a survey    Faeze Kiani arXiv_CV arXiv_CV  Survey  Classification  Medical  Image_Classification  PDF
• 2022-08-02 IterMiUnet: A lightweight architecture for automatic blood vessel segmentation    Ashish Kumar, R.K. Agrawal, Leve Joseph arXiv_CV arXiv_CV  Segmentation  Pose  Deep_Learning  Medical  Inference  PDF
• 2022-08-02 Bias in -Contextual Clinical Word Embeddings    Gizem Sogancioglu, Fabian Mijsters, Amar van Uden, Jelle Peperzak arXiv_CL arXiv_CL  Embedding  Bert  Relation  Medical  PDF
• 2022-08-02 Joint Learning-based Causal Relation Extraction from Biomedical Literature    Dongling Li, Pengchao Wu, Yuehu Dong, Jinghang Gu, Longhua Qian, Guodong Zhou arXiv_CL arXiv_CL  OCR  Pose  Action  Detection  Relation  Relation_Extraction  Medical  PDF
• 2022-08-02 Chemotaxis of sea urchin sperm cells through deep reinforcement learning    Chaojie Mo, Xin Bian arXiv_RO arXiv_RO  Reinforcement_Learning  Medical  PDF
• 2022-08-02 A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models    Chao Yan, Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney, Sean D. Mooney, Bradley A. Malin arXiv_AI arXiv_AI  Adversarial  Face  GAN  Medical  PDF
• 2022-08-01 EBOCA: Evidences for BiOmedical Concepts Association Ontology    Andrea Álvarez Pérez, Ana Iglesias-Molina, Lucía Prieto Santamaría, María Poveda-Villalón, Carlos Badenes-Olmedo, Alejandro Rodríguez-González arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Pose  Ontology  Action  Medical  PDF
• 2022-08-01 A knee cannot have lung disease: out-of-distribution detection with in-distribution voting using the medical example of chest X-ray classification    Alessandro Wollek, Theresa Willem, Michael Ingrisch, Bastian Sabel, Tobias Lasser arXiv_CV arXiv_CV  Pose  Face  Classification  Deep_Learning  Detection  Object_Detection  Medical  PDF
• 2022-08-01 Information Gain Sampling for Active Learning in Medical Image Classification    Raghav Mehta, Changjian Shui, Brennan Nichyporuk, Tal Arbel arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2022-08-01 TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation    Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, Dorit Merhof arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Relation  Attention  Medical  CNN  Prediction  PDF
• 2022-08-01 UniToBrain dataset: a Brain Perfusion Dataset    Daniele Perlo, Enzo Tartaglione, Umberto Gava, Federico D'Agata, Edwin Benninck, Mauro Bergui arXiv_CV arXiv_CV  Pose  Deep_Learning  Medical  PDF
• 2022-08-01 Lung nodules segmentation from CT with DeepHealth toolkit    Hafiza Ayesha Hoor Chaudhry, Riccardo Renzulli, Daniele Perlo, Francesca Santinelli, Stefano Tibaldi, Carmen Cristiano, Marco Grosso, Attilio Fiandrotti, Maurizio Lucenteforte, Davide Cavagnino arXiv_CV arXiv_CV  Segmentation  Detection  Medical  PDF
• 2022-08-01 Breast Cancer Classification Based on Histopathological Images Using a Deep Learning Capsule Network    Hayder A. Khikani, Naira Elazab, Ahmed Elgarayhi, Mohammed Elmogy, Mohammed Sallah arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Medical  CNN  PDF
• 2022-08-01 An Enhanced Deep Learning Technique for Prostate Cancer Identification Based on MRI Scans    Hussein Hashem, Yasmin Alsakar, Ahmed Elgarayhi, Mohammed Elmogy, Mohammed Sallah arXiv_CV arXiv_CV  Pose  Classification  Deep_Learning  Detection  Medical  PDF
• 2022-07-31 DeScoD-ECG: Deep Score-Based Diffusion Model for ECG Baseline Wander and Noise Removal    Huayu Li, Gregory Ditzler, Janet Roveda, Ao Li arXiv_AI arXiv_AI  Reconstruction  Pose  Deep_Learning  Medical  PDF
• 2022-07-31 INSightR-Net: Interpretable Neural Network for Regression using Similarity-based Comparisons to Prototypical Examples    Linde S. Hesse, Ana I. L. Namburete arXiv_CV arXiv_CV  Embedding  Pose  Medical  CNN  Prediction  PDF
• 2022-07-31 One-Shot Medical Landmark Localization by Edge-Guided Transform and Noisy Landmark Refinement    Zihao Yin, Ping Gong, Chunyu Wang, Yizhou Yu, Yizhou Wang arXiv_CV arXiv_CV  Unsupervised  Self-Supervised  Pose  Detection  Object_Detection  Medical  PDF
• 2022-07-31 BYOLMed3D: Self-Supervised Representation Learning of Medical Videos using Gradient Accumulation Assisted 3D BYOL Framework    Siladittya Manna, Souvik Chakraborty arXiv_CV arXiv_CV  3D  Represenation_Learning  Knowledge  Self-Supervised  Pose  Detection  Medical  PDF
• 2022-07-31 FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation    Pratima Upretee, Bishesh Khanal arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Classification  Deep_Learning  Medical  PDF
• 2022-07-31 AI in Telemedicine: An Appraisal on Deep Learning-Based Approaches to Virtual Diagnostic Solutions    Ozioma Collins Oguine, Kanyifeechukwu Jane Oguine arXiv_AI arXiv_AI  Optimization  Review  Deep_Learning  Medical  PDF
• 2022-07-29 Open-radiomics: A Research Protocol to Make Radiomics-based Machine Learning Pipelines Reproducible    Ernest (Khashayar) Namdar, Matthias W. Wagner, Birgit B. Ertl-Wagner, Farzad Khalvati arXiv_CV arXiv_CV  Face  Action  Medical  PDF
• 2022-07-29 SYNTA: A novel approach for deep learning-based image analysis in muscle histopathology using photo-realistic synthetic data    Leonid Mill, Oliver Aust, Jochen A. Ackermann, Philipp Burger, Monica Pascual, Katrin Palumbo-Zerr, Gerhard Krönke, Stefan Uderhardt, Georg Schett, Christoph S. Clemen, Rolf Schröder, Christian Holtzhausen, Samir Jabari, Andreas Maier, Anika Grüneboom arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Quantitative  Deep_Learning  GAN  Medical  PDF
• 2022-07-29 Content-Aware Differential Privacy with Conditional Invertible Neural Networks    Malte Tölle, Ullrich Köthe, Florian André, Benjamin Meder, Sandy Engelhardt arXiv_CV arXiv_CV  Classification  Relation  Medical  PDF
• 2022-07-29 KG-NSF: Knowledge Graph Completion with a Negative-Sample-Free Approach    Adil Bahaj, Safae Lhazmir, Mounir Ghogho arXiv_AI arXiv_AI  Embedding  Knowledge  Knowledge_Graph  Pose  Relation  Attention  Medical  Prediction  PDF
• 2022-07-29 Decentralized Machine Learning for Intelligent Health Care Systems on the Computing Continuum    Dragi Kimovski, Sasko Ristov, Radu Prodan arXiv_AI arXiv_AI  Knowledge  Pose  Action  Medical  PDF
• 2022-07-29 ScaleFormer: Revisiting the Transformer-based Backbones from a Scale-wise Perspective for Medical Image Segmentation    Huimin Huang, Shiao Xie1, Lanfen Lin, Yutaro Iwamoto, Xianhua Han, Yen-Wei Chen, Ruofeng Tong arXiv_CV arXiv_CV  Transformer  Segmentation  Represenation_Learning  Pose  Medical  CNN  PDF
• 2022-07-29 FCSN: Global Context Aware Segmentation by Learning the Fourier Coefficients of Objects in Medical Images    Young Seok Jeon, Hongfei Yang, Mengling Feng arXiv_CV arXiv_CV  Segmentation  Pose  Contour  Medical  Inference  Prediction  PDF
• 2022-07-29 Beyond CNNs: Exploiting Further Inherent Symmetries in Medical Image Segmentation    Shuchao Pang, Anan Du, Mehmet A. Orgun, Yan Wang, Quan Z. Sheng, Shoujin Wang, Xiaoshui Huang, Zhenmei Yu arXiv_CV arXiv_CV  Segmentation  Pose  Detection  GAN  Medical  CNN  PDF
• 2022-07-29 Dataset and Evaluation algorithm design for GOALS Challenge    Huihui Fang, Fei Li, Huazhu Fu, Junde Wu, Xiulan Zhang, Yanwu Xu arXiv_CV arXiv_CV  Segmentation  Classification  Medical  PDF
• 2022-07-28 Deep learning for understanding multilabel imbalanced Chest X-ray datasets    Helena Liz, Javier Huertas-Tato, Manuel Sánchez-Montañés, Javier Del Ser, David Camacho arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  CNN  Matching  PDF
• 2022-07-28 Training a universal instance segmentation network for live cell images of various cell types and imaging modalities    Tianqi Guo, Yin Wang, Luis Solorio, Jan P. Allebach arXiv_CV arXiv_CV  Segmentation  Tracking  Optimization  Pose  Medical  PDF
• 2022-07-28 Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning    Chunwei Ma, Zhanghexuan Ji, Ziyun Huang, Yan Shen, Mingchen Gao, Jinhui Xu arXiv_CV arXiv_CV  Relation  Medical  PDF
• 2022-07-28 Learning with Limited Annotations: A Survey on Deep Semi-Supervised Learning for Medical Image Segmentation    Rushi Jiao, Yichi Zhang, Le Ding, Rong Cai, Jicong Zhang arXiv_CV arXiv_CV  Segmentation  Review  Pose  Survey  Deep_Learning  Medical  PDF
• 2022-07-28 A Survey of Syntactic Modelling Structures in Biomedical Ontologies    Christian Kindermann, Martin G. Skjæveland arXiv_AI arXiv_AI  Pose  Ontology  Survey  Medical  PDF
• 2022-07-28 A health telemonitoring platform based on data integration from different sources    Gianluigi Ciocca, Paolo Napoletano, Matteo Romanato, Raimondo Schettini arXiv_AI arXiv_AI  Action  Medical  PDF
• 2022-07-28 Knowledge-Driven Mechanistic Enrichment of the Preeclampsia Ignorome    Tiffany J. Callahan, Adrianne L. Stefanski, Jin-Dong Kim, William A. Baumgartner Jr., Jordan M. Wyrwa, Lawrence E. Hunter arXiv_AI arXiv_AI  Knowledge  Knowledge_Graph  Action  Medical  PDF
• 2022-07-27 The Leaf Clinical Trials Corpus: a new resource for query generation from clinical trial eligibility criteria    Nicholas J Dobbins, Tony Mullen, Ozlem Uzuner, Meliha Yetisgen arXiv_CL arXiv_CL  Action  Medical  PDF
• 2022-07-27 Generalizable multi-task, multi-domain deep segmentation of sparse pediatric imaging datasets via multi-scale contrastive regularization and multi-joint anatomical priors    Arnaud Boutillon, Pierre-Henri Conze, Christelle Pons, Valérie Burdin, Bhushan Borotikar arXiv_CV arXiv_CV  Segmentation  Transfer_Learning  Semantic_Segmentation  Sparse  Regularization  Pose  Classification  Deep_Learning  Medical  Image_Classification  Prediction  PDF
• 2022-07-27 TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model    Reza Azad, Mohammad T. AL-Antary, Moein Heidari, Dorit Merhof arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Action  Attention  Medical  CNN  Prediction  PDF
• 2022-07-27 Two-Stream UNET Networks for Semantic Segmentation in Medical Images    Xin Chen, Ke Ding arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Medical  CNN  PDF
• 2022-07-27 Applied Computer Vision on 2-Dimensional Lung X-Ray Images for Assisted Medical Diagnosis of Pneumonia    Ralph Joseph S.D. Ligueran (1), Manuel Luis C. Delos Santos (2), Dr. Ronaldo S. Tinio (3), Emmanuel H. Valencia (4) ((1)(2)(4) Asian Institute of Computer Studies, (3) Pamantasan ng Lungsod ng Valenzuela) arXiv_CV arXiv_CV  Transfer_Learning  Knowledge  Detection  Relation  Medical  CNN  PDF
• 2022-07-27 Brain Tumor Diagnosis and Classification via Pre-Trained Convolutional Neural Networks    Dmytro Filatov, Ghulam Nabi Ahmad Hassan Yar arXiv_CV arXiv_CV  Pose  Classification  Medical  CNN  PDF
• 2022-07-27 AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation    Junyan Lyu, Yiqi Zhang, Yijin Huang, Li Lin, Pujin Cheng, Xiaoying Tang arXiv_CV arXiv_CV  Segmentation  Reinforcement_Learning  Adversarial  Pose  Quantitative  Medical  CNN  PDF
• 2022-07-27 Contrastive Image Synthesis and Self-supervised Feature Adaptation for Cross-Modality Biomedical Image Segmentation    Xinrong Hu, Corey Wang, Yiyu Shi arXiv_CV arXiv_CV  Segmentation  Embedding  Unsupervised  Adversarial  Self-Supervised  Pose  GAN  Medical  PDF
• 2022-07-26 Efficient High-Resolution Deep Learning: A Survey    Arian Bakhtiarnia, Qi Zhang, Alexandros Iosifidis arXiv_CV arXiv_CV  Surveillance  Pose  Survey  Deep_Learning  Detection  Medical  Inference  Prediction  PDF
• 2022-07-26 Robust and Efficient Segmentation of Cross-domain Medical Images    Xingqun Qi, Zhuojie Wu, Min Ren, Muyi Sun, Zhenan Sun arXiv_CV arXiv_CV  Segmentation  Knowledge  Pose  Relation  Medical  Prediction  PDF
• 2022-07-26 Learning structures of the French clinical language:development and validation of word embedding models using 21 million clinical reports from electronic health records    Basile Dura, Charline Jean, Xavier Tannier, Alice Calliger, Romain Bey, Antoine Neuraz, Rémi Flicoteaux arXiv_CL arXiv_CL  Embedding  Transfer_Learning  Bert  Medical  Language_Model  PDF
• 2022-07-26 Generalized Probabilistic U-Net for medical image segementation    Ishaan Bhat, Josien P.W. Pluim, Hugo J. Kuijf arXiv_CV arXiv_CV  Segmentation  Pose  Medical  Prediction  PDF
• 2022-07-26 AI Approaches in Processing and Using Data in Personalized Medicine    Mirjana Ivanovic (1), Serge Autexier (2), Miltiadis Kokkonidis (3) ((1) University of Novi Sad, Faculty of Sciences, Novi Sad, Serbia, (2) German Research Center for Artificial Intelligence (DFKI), Bremen Site, Germany, (3) Netcompany-Intrasoft S.A., Luxembourg, Luxembourg) arXiv_AI arXiv_AI  Transfer_Learning  Knowledge  Action  Medical  PDF
• 2022-07-26 Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods    Ričards Marcinkevičs, Ece Ozkan, Julia E. Vogt arXiv_CV arXiv_CV  Knowledge  Medical  CNN  PDF
• 2022-07-26 A Study on the Use of Edge TPUs for Eye Fundus Image Segmentation    Javier Civit-Masot, Francisco Luna-Perejon, Jose Maria Rodriguez Corral, Manuel Dominguez-Morales, Arturo Morgado-Estevez, Anton Civit arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Medical  Prediction  PDF
• 2022-07-25 What is Healthy? Generative Counterfactual Diffusion for Lesion Localization    Pedro Sanchez, Antanas Kascenas, Xiao Liu, Alison Q. O'Neil, Sotirios A. Tsaftaris arXiv_AI arXiv_AI  Segmentation  Attention  Medical  Prediction  PDF
• 2022-07-24 PCA: Semi-supervised Segmentation with Patch Confidence Adversarial Training    Zihang Xu, Zhenghua Xu, Shuo Zhang, Thomas Lukasiewicz arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Action  Classification  Deep_Learning  Medical  Prediction  PDF
• 2022-07-23 Self-Supervised Learning of Echocardiogram Videos Enables Data-Efficient Clinical Diagnosis    Gregory Holste, Evangelos K. Oikonomou, Bobak Mortazavi, Zhangyang Wang, Rohan Khera arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Represenation_Learning  Salient  Self-Supervised  Deep_Learning  Medical  PDF
• 2022-07-23 High-Resolution Swin Transformer for Automatic Medical Image Segmentation    Chen Wei, Shenghan Ren, Kaitai Guo, Haihong Hu, Jimin Liang arXiv_AI arXiv_AI  Transformer  Segmentation  Medical  CNN  PDF
• 2022-07-23 Comparative Validation of AI and non-AI Methods in MRI Volumetry to Diagnose Parkinsonian Syndromes    Joomee Song, Juyoung Hahm, Jisoo Lee, Chae Yeon Lim, Myung Jin Chung, Jinyoung Youn, Jin Whan Cho, Jong Hyeon Ahn, Kyung-Su Kim arXiv_AI arXiv_AI  Segmentation  Classification  Deep_Learning  Medical  PDF
• 2022-07-22 Meta-Registration: Learning Test-Time Optimization for Single-Pair Image Registration    Zachary MC Baum, Yipeng Hu, Dean C Barratt arXiv_CV arXiv_CV  Optimization  Pose  Action  Medical  PDF
• 2022-07-22 Learning Generalized Non-Rigid Multimodal Biomedical Image Registration from Generic Point Set Data    Zachary MC Baum, Tamas Ungi, Christopher Schlenger, Yipeng Hu, Dean C Barratt arXiv_CV arXiv_CV  Transformer  Unsupervised  Pose  Medical  PDF
• 2022-07-22 Assessing mortality prediction through different representation models based on concepts extracted from clinical notes    Hoda Memarzadeh, Nasser Ghadiri, Maryam Lotfi Shahreza arXiv_CL arXiv_CL  Transformer  Embedding  Bert  Pose  Medical  Prediction  PDF
• 2022-07-22 Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction    Hu Wang, Jianpeng Zhang, Yuanhong Chen, Congbo Ma, Jodie Avery, Louise Hull, Gustavo Carneiro arXiv_CV arXiv_CV  Segmentation  3D  Pose  Classification  Medical  Prediction  PDF
• 2022-07-22 ASR Error Detection via Audio-Transcript entailment    Nimshi Venkat Meripo, Sandeep Konam arXiv_CL arXiv_CL  Recognition  Knowledge  Speech  Pose  Classification  Detection  Speech_Recognition  Medical  PDF
• 2022-07-21 Focused Decoding Enables 3D Anatomical Detection by Transformers    Bastian Wittmann, Fernando Navarro, Suprosanna Shit, Bjoern Menze arXiv_CV arXiv_CV  Transformer  3D  Pose  Detection  Relation  Object_Detection  Attention  Medical  PDF
• 2022-07-21 Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture    Jianwei Zhang, Dong Li, Lituan Wang, Lei Zhang arXiv_CV arXiv_CV  Pose  Medical  Matching  PDF
• 2022-07-20 Visual Knowledge Tracing    Neehar Kondapaneni (1), Pietro Perona (1), Oisin Mac Aodha (2) ((1) Caltech, (2) University of Edinburgh) arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Medical  Autonomous  PDF
• 2022-07-20 Labeling instructions matter in biomedical image analysis    Tim Rädsch, Annika Reinke, Vivienn Weru, Minu D. Tizabi, Nicholas Schreck, A. Emre Kavur, Bünyamin Pekdemir, Tobias Roß, Annette Kopp-Schneider, Lena Maier-Hein arXiv_CV arXiv_CV  Optimization  Medical  PDF
• 2022-07-20 Cancer Subtyping by Improved Transcriptomic Features Using Vector Quantized Variational Autoencoder    Zheng Chen, Ziwei Yang, Lingwei Zhu, Guang Shi, Kun Yue, Takashi Matsubara, Shigehiko Kanaya, MD Altaf-Ul-Amin arXiv_AI arXiv_AI  Pose  Relation  Medical  PDF
• 2022-07-20 Interpreting Latent Spaces of Generative Models for Medical Images using Unsupervised Methods    Julian Schön, Raghavendra Selvan, Jens Petersen arXiv_CV arXiv_CV  Unsupervised  3D  Adversarial  GAN  Medical  PDF
• 2022-07-20 Learning Topological Interactions for Multi-Class Medical Image Segmentation    Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary Saltz, Tahsin Kurc, Joel Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen arXiv_CV arXiv_CV  Segmentation  3D  Pose  Action  Deep_Learning  Medical  PDF
• 2022-07-20 Learning from few examples: Classifying sex from retinal images via deep learning    Aaron Berk, Gulcenur Ozturan, Parsa Delavari, David Maberley, Özgür Yılmaz, Ipek Oruc arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  CNN  PDF
• 2022-07-20 Towards Accurate and Robust Classification in Continuously Transitioning Industrial Sprays with Mixup    Hongjiang Li, Huanyi Shui, Alemayehu Admasu, Praveen Narayanan, Devesh Upadhyay arXiv_CV arXiv_CV  Recognition  Face  Classification  Face_Recognition  Medical  Image_Classification  Autonomous  PDF
• 2022-07-19 Segmentation of 3D Dental Images Using Deep Learning    Omar Boudraa arXiv_CV arXiv_CV  Segmentation  Recognition  3D  Pose  Deep_Learning  Medical  PDF
• 2022-07-19 The Dice loss in the context of missing or empty labels: Introducing $Phi$ and $epsilon$    Sofie Tilborghs, Jeroen Bertels, David Robben, Dirk Vandermeulen, Frederik Maes arXiv_AI arXiv_AI  Segmentation  Gradient_Descent  Optimization  Pose  Action  Medical  PDF
• 2022-07-19 COROID: A Crowdsourcing-based Companion Drones to Tackle Current and Future Pandemics    Ashish Rauniyar, Desta Haileselassie Hagos, Debesh Jha, Jan Erik Håkegård arXiv_CV arXiv_CV  Knowledge  Pose  GAN  Medical  Drone  PDF
• 2022-07-19 Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection    Zhenrong Shen, Xi Ouyang, Bin Xiao, Jie-Zhi Cheng, Qian Wang, Dinggang Shen arXiv_CV arXiv_CV  Pose  Quantitative  Detection  Object_Detection  GAN  Medical  CNN  PDF
• 2022-07-19 Large-Kernel Attention for 3D Medical Image Segmentation    Hao Li, Yang Nan, Javier Del Ser, Guang Yang arXiv_CV arXiv_CV  Segmentation  3D  Pose  Deep_Learning  Attention  GAN  Medical  CNN  PDF
• 2022-07-19 Towards Trustworthy Healthcare AI: Attention-Based Feature Learning for COVID-19 Screening With Chest Radiography    Kai Ma, Pengcheng Xi, Karim Habashy, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong arXiv_CV arXiv_CV  Transformer  Represenation_Learning  Pose  Quantitative  Deep_Learning  Attention  Medical  CNN  PDF
• 2022-07-19 MONet: Multi-scale Overlap Network for Duplication Detection in Biomedical Images    Ekraam Sabir, Soumyaroop Nandi, Wael AbdAlmageed, Prem Natarajan arXiv_CV arXiv_CV  Pose  Detection  Medical  PDF
• 2022-07-19 An Intelligent Trust Cloud Management Method for Secure Clustering in 5G enabled Internet of Medical Things    Liu Yang, Keping Yu, Simon X. Yang, Chinmay Chakraborty, Yinzhi Lu, Tan Guo arXiv_AI arXiv_AI  Pose  Classification  Detection  Medical  PDF
• 2022-07-19 Deep learning generates custom-made logistic regression models for explaining how breast cancer subtypes are classified    Takuma Shibahara, Chisa Wada, Yasuho Yamashita, Kazuhiro Fujita, Masamichi Sato, Junichi Kuwata, Atsushi Okamoto, Yoshimasa Ono arXiv_AI arXiv_AI  Deep_Learning  Relation  Medical  Prediction  PDF
• 2022-07-19 Decorrelative Network Architecture for Robust Electrocardiogram Classification    Christopher Wiedeman, Ge Wang arXiv_AI arXiv_AI  Optimization  Adversarial  Pose  Classification  Deep_Learning  Relation  Medical  PDF
• 2022-07-19 SS-MFAR : Semi-supervised Multi-task Facial Affect Recognition    Darshan Gera, Badveeti Naveen Siva Kumar, Bobbili Veerendra Raj Kumar, S Balasubramanian arXiv_CV arXiv_CV  Recognition  Action  Classification  Medical  PDF
• 2022-07-19 Discovering novel systemic biomarkers in photos of the external eye    Boris Babenko, Ilana Traynis, Christina Chen, Preeti Singh, Akib Uddin, Jorge Cuadros, Lauren P. Daskivich, April Y. Maa, Ramasamy Kim, Eugene Yu-Chuan Kang, Yossi Matias, Greg S. Corrado, Lily Peng, Dale R. Webster, Christopher Semturs, Jonathan Krause, Avinash V. Varadarajan, Naama Hammel, Yun Liu arXiv_CV arXiv_CV  Deep_Learning  GAN  Medical  PDF
• 2022-07-18 Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation    Tomas Cabezon Pedroso, Javier Del Ser, Natalia Diaz-Rodrıguez arXiv_CV arXiv_CV  Style_Transfer  3D  Sketch  Adversarial  Face  GAN  Medical  PDF
• 2022-07-18 Study of the performance and scalablity of federated learning for medical imaging with intermittent clients    Judith Sáinz-Pardo Díaz, Álvaro López García arXiv_AI arXiv_AI  Pose  Deep_Learning  Relation  Medical  Prediction  PDF
• 2022-07-18 DHGE: Dual-view Hyper-Relational Knowledge Graph Embedding for Link Prediction and Entity Typing    Haoran Luo, Haihong E, Ling Tan, Xueyuan Lin, Gengxian Zhou, Jundi Li, Tianyu Yao, Kaiyang Wan arXiv_AI arXiv_AI  Embedding  Represenation_Learning  Knowledge  Knowledge_Graph  Pose  Ontology  Relation  Medical  Prediction  PDF
• 2022-07-18 HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation    Moein Heidari, Amirhossein Kazerouni, Milad Soltany, Reza Azad, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof arXiv_AI arXiv_AI  Transformer  Segmentation  Pose  Quantitative  Relation  Medical  CNN  Prediction  PDF
• 2022-07-18 CausNet : Generational orderings based search for optimal Bayesian networks via dynamic programming with parent set constraints    Nand Sharma, Joshua Millstein arXiv_AI arXiv_AI  Relation  Medical  PDF
• 2022-07-17 A Spoken Drug Prescription Dataset in French for Spoken Language Understanding    Ali Can Kocabiyikoglu, François Portet, Prudence Gibert, Hervé Blanchon, Jean-Marc Babouchkine, Gaëtan Gavazzi arXiv_CL arXiv_CL  Knowledge  Speech  Medical  PDF
• 2022-07-17 Unsupervised Medical Image Translation with Adversarial Diffusion Models    Muzaffer Özbey, Salman UH Dar, Hasan A Bedel, Onat Dalmaz, Şaban Özturk, Alper Güngör, Tolga Çukur arXiv_CV arXiv_CV  Unsupervised  Adversarial  Pose  Quantitative  GAN  Medical  Inference  PDF
• 2022-07-17 Self-Supervised-RCNN for Medical Image Segmentation with Limited Data Annotation    Banafshe Felfeliyan, Abhilash Hareendranathan, Gregor Kuntze, David Cornell, Nils D. Forkert, Jacob L. Jaremko, Janet L. Ronsky arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Classification  Deep_Learning  Detection  Medical  PDF
• 2022-07-17 Task-aware Similarity Learning for Event-triggered Time Series    Shaoyu Dou, Kai Yang, Yang Jiao, Chengbo Qiu, Kui Ren arXiv_AI arXiv_AI  Unsupervised  Pose  Quantitative  Detection  Medical  PDF
• 2022-07-17 Can large language models reason about medical questions?    Valentin Liévin, Christoffer Egeberg Hother, Ole Winther arXiv_AI arXiv_AI  Knowledge  Review  Few-Shot  Medical  Language_Model  QA  PDF
• 2022-07-16 Single MR Image Super-Resolution using Generative Adversarial Network    Shawkh Ibne Rashid, Elham Shakibapour, Mehran Ebrahimi arXiv_CV arXiv_CV  Segmentation  Super_Resolution  Adversarial  Pose  Quantitative  GAN  Medical  PDF
• 2022-07-16 Analysis of liver cancer detection based on image processing    Mahmoudreza Moghimhanjani, Ali Taghavirashidizadeh arXiv_CV arXiv_CV  Segmentation  Enhancement  Classification  Detection  GAN  Medical  PDF
• 2022-07-15 Brain MRI study for glioma segmentation using convolutional neural networks and original post-processing techniques with low computational demand    José Gerardo Suárez-García Javier Miguel Hernández-López, Eduardo Moreno-Barbosa, Benito de Celis-Alonso arXiv_CV arXiv_CV  Segmentation  Pose  Medical  CNN  PDF
• 2022-07-15 CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN    Matan Atad, Vitalii Dmytrenko, Yitong Li, Xinyue Zhang, Matthias Keicher, Jan Kirschke, Bene Wiestler, Ashkan Khakzar, Nassir Navab arXiv_CV arXiv_CV  Pose  Deep_Learning  GAN  Medical  PDF
• 2022-07-15 A Flexible Schema-Guided Dialogue Management Framework: From Friendly Peer to Virtual Standardized Cancer Patient    Benjamin Kane, Catherine Giugno, Lenhart Schubert, Kurtis Haut, Caleb Wohn, Ehsan Hoque arXiv_AI arXiv_AI  Pose  Emotion  Action  Medical  PDF
• 2022-07-14 Learning Discriminative Representation via Metric Learning for Imbalanced Medical Image Classification    Chenghua Zeng, Huijuan Lu, Kanghao Chen, Ruixuan Wang, Wei-Shi Zheng arXiv_CV arXiv_CV  Embedding  Pose  Classification  Medical  Image_Classification  Prediction  PDF
• 2022-07-14 BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks    Uddeshya Upadhyay, Shyamgopal Karthik, Yanbei Chen, Massimiliano Mancini, Zeynep Akata arXiv_CV arXiv_CV  Inpainting  Super_Resolution  Pose  Action  Deep_Learning  Medical  Autonomous  Prediction  PDF
• 2022-07-14 Immunofluorescence Capillary Imaging Segmentation: Cases Study    Runpeng Hou, Ziyuan Ye, Chengyu Yang, Linhao Fu, Chao Liu, Quanying Liu arXiv_CV arXiv_CV  Segmentation  3D  Face  Deep_Learning  Medical  PDF
• 2022-07-14 Enforcing connectivity of 3D linear structures using their 2D projections    Doruk Oner, Hussein Osman, Mateusz Kozinski, Pascal Fua arXiv_CV arXiv_CV  3D  Pose  Medical  PDF
• 2022-07-14 Pose-based Tremor Classification for Parkinson's Disease Diagnosis from Video    Haozheng Zhang, Edmond S.L. Ho, Xiatian Zhang, Hubert P.H. Shum arXiv_CV arXiv_CV  Pose  Classification  Attention  Medical  PDF
• 2022-07-14 DEXTER: An end-to-end system to extract table contents from electronic medical health documents    Nandhinee PR, Harinath Krishnamoorthy, Anil Goyal, Sudarsun Santhiappan arXiv_CV arXiv_CV  Transfer_Learning  OCR  Pose  Action  Classification  Detection  Medical  PDF
• 2022-07-14 Tutorial on the development of AI models for medical image analysis    Thijs Kooi arXiv_CV arXiv_CV  Survey  Attention  Medical  PDF
• 2022-07-14 A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic Segmentation    Qi Zhao, Shuchang Lyu, Wenpei Bai, Linghan Cai, Binghao Liu, Meijing Wu, Xiubo Sang, Min Yang, Lijiang Chen arXiv_CV arXiv_CV  Segmentation  Unsupervised  Semantic_Segmentation  Recognition  Pose  Medical  Prediction  PDF
• 2022-07-13 Deep Learning Discovery of Demographic Biomarkers in Echocardiography    Grant Duffy, Shoa L. Clarke, Matthew Christensen, Bryan He, Neal Yuan, Susan Cheng, David Ouyang arXiv_AI arXiv_AI  Deep_Learning  Medical  CNN  Prediction  PDF
• 2022-07-13 Improved $alpha$-GAN architecture for generating 3D connected volumes with an application to radiosurgery treatment planning    Sanaz Mohammadjafari, Mucahit Cevik, Ayse Basar arXiv_CV arXiv_CV  Enhancement  3D  Adversarial  Pose  Attention  GAN  Medical  PDF
• 2022-07-13 Implicit Neural Representations for Generative Modeling of Living Cell Shapes    David Wiesner, Julian Suk, Sven Dummer, David Svoboda, Jelmer M. Wolterink arXiv_CV arXiv_CV  Segmentation  Tracking  3D  Pose  Quantitative  GAN  Medical  PDF
• 2022-07-13 MRF-UNets: Searching UNet with Markov Random Fields    Zifu Wang, Matthew B. Blaschko arXiv_AI arXiv_AI  NAS  Segmentation  Semantic_Segmentation  Optimization  Pose  Medical  Inference  PDF
• 2022-07-13 On Curating Responsible and Representative Healthcare Video Recommendations for Patient Education and Health Literacy: An Augmented Intelligence Approach    Krishna Pothugunta, Xiao Liu, Anjana Susarla, Rema Padman arXiv_AI arXiv_AI  Knowledge  Medical  Recommendation  PDF
• 2022-07-12 OSLAT: Open Set Label Attention Transformer for Medical Entity Span Extraction    Raymond Li, Ilya Valmianski, Li Deng, Xavier Amatriain, Anitha Kannan arXiv_AI arXiv_AI  Transformer  Action  Attention  Medical  Matching  PDF
• 2022-07-12 Revealing Unfair Models by Mining Interpretable Evidence    Mohit Bajaj, Lingyang Chu, Vittorio Romaniello, Gursimran Singh, Jian Pei, Zirui Zhou, Lanjun Wang, Yong Zhang arXiv_AI arXiv_AI  Medical  PDF
• 2022-07-12 Shape-Aware Masking for Inpainting in Medical Imaging    Yousef Yeganeh, Azade Farshad, Nassir Navab arXiv_CV arXiv_CV  Reconstruction  Segmentation  Unsupervised  Inpainting  Pose  Deep_Learning  GAN  Medical  PDF
• 2022-07-12 Human Treelike Tubular Structure Segmentation: A Comprehensive Review and Future Perspectives    Hao Li, Zeyu Tang, Yang Nan, Guang Yang arXiv_CV arXiv_CV  Segmentation  3D  Review  Survey  Medical  PDF
• 2022-07-12 End-to-end speech recognition modeling from de-identified data    Martin Flechl, Shou-Chun Yin, Junho Park, Peter Skala arXiv_SD arXiv_SD  Recognition  Speech  Pose  Speech_Recognition  Medical  Matching  PDF
• 2022-07-12 Coronavirus disease situation analysis and prediction using machine learning: a study on Bangladeshi population    Al-Akhir Nayan, Boonserm Kijsirikul, Yuji Iwahori arXiv_AI arXiv_AI  Pose  Medical  Prediction  PDF
• 2022-07-12 Revisiting Inlier and Outlier Specification for Improved Out-of-Distribution Detection    Vivek Narayanaswamy, Yamen Mubarka, Rushil Anirudh, Deepta Rajan, Andreas Spanias, Jayaraman J. Thiagarajan arXiv_CV arXiv_CV  Detection  Object_Detection  Medical  PDF
• 2022-07-12 Regression Metric Loss: Learning a Semantic Representation Space for Medical Images    Hanqing Chao, Jiajin Zhang, Pingkun Yan arXiv_CV arXiv_CV  Pose  Classification  Medical  Image_Classification  PDF
• 2022-07-11 PCCT: Progressive Class-Center Triplet Loss for Imbalanced Medical Image Classification    Kanghao Chen, Weixian Lei, Rong Zhang, Shen Zhao, Wei-shi Zheng, Ruixuan Wang arXiv_CV arXiv_CV  Pose  Classification  Medical  Image_Classification  PDF
• 2022-07-11 Personalizing Federated Medical Image Segmentation via Local Calibration    Jiacheng Wang, Yueming Jin, Liansheng Wang arXiv_CV arXiv_CV  Segmentation  Embedding  Knowledge  Pose  Attention  Medical  Prediction  PDF
• 2022-07-11 Brain-Aware Replacements for Supervised Contrastive Learning    Mehmet Saygın Seyfioğlu, Zixuan Liu, Pranav Kamath, Sadjyot Gangolli, Sheng Wang, Thomas Grabowski, Linda Shapiro arXiv_CV arXiv_CV  3D  Self-Supervised  Pose  Contrastive_Learning  Detection  Medical  PDF
• 2022-07-10 Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays    Yan Han, Gregory Holste, Ying Ding, Ahmed Tewfik, Yifan Peng, Zhangyang Wang arXiv_CV arXiv_CV  Transformer  Weakly_Supervised  Knowledge  Pose  Quantitative  Classification  Deep_Learning  Attention  Medical  PDF
• 2022-07-09 Explaining Chest X-ray Pathologies in Natural Language    Maxime Kayser, Cornelius Emde, Oana-Maria Camburu, Guy Parsons, Bartlomiej Papiez, Thomas Lukasiewicz arXiv_AI arXiv_AI  Pose  Deep_Learning  Medical  Prediction  PDF
• 2022-07-09 Unsupervised Joint Image Transfer and Uncertainty Quantification using Patch Invariant Networks    Christoph Angermann, Markus Haltmeier, Ahsan Raza Siyal arXiv_CV arXiv_CV  Unsupervised  Pose  Attention  GAN  Medical  PDF
• 2022-07-09 Explainable AI in Biomedical Signal and Image Processing: Promises and Challenges    Guang Yang, Arvind Rao, Christine Fernandez-Maloigne, Vince Calhoun, Gloria Menegaz arXiv_AI arXiv_AI  Segmentation  Pose  Classification  Deep_Learning  Medical  Activity  PDF
• 2022-07-09 COVID-19 Disease Identification on Chest-CT images using CNN and VGG16    Briskline Kiruba S, Petchiammal A, D. Murugan arXiv_CV arXiv_CV  Action  Classification  Deep_Learning  GAN  Medical  CNN  PDF
• 2022-07-09 SCouT: Synthetic Counterfactuals via Spatiotemporal Transformers for Actionable Healthcare    Bhishma Dedhia, Roshini Balasubramanian, Niraj K. Jha arXiv_AI arXiv_AI  Transformer  Embedding  Pose  Action  Attention  Medical  PDF
• 2022-07-08 A Medical Information Extraction Workbench to Process German Clinical Text    Roland Roller, Laura Seiffe, Ammer Ayach, Sebastian Möller, Oliver Marten, Michael Mikhailov, Christoph Alt, Danilo Schmidt, Fabian Halleck, Marcel Naik, Wiebke Duettmann, Klemens Budde arXiv_CL arXiv_CL  Action  Medical  PDF
• 2022-07-08 The Power of Transfer Learning in Agricultural Applications: AgriNet    Zahraa Al Sahili, Mariette Awad arXiv_CV arXiv_CV  Transfer_Learning  Recognition  Pose  Face  Classification  Deep_Learning  Detection  Face_Recognition  Medical  Caption  PDF
• 2022-07-08 Unsupervised Domain Adaptive Fundus Image Segmentation with Category-level Regularization    Wei Feng, Lin Wang, Lie Ju, Xin Zhao, Xin Wang, Xiaoyu Shi, Zongyuan Ge arXiv_CV arXiv_CV  Segmentation  Unsupervised  Regularization  Adversarial  Pose  Medical  Prediction  PDF
• 2022-07-07 TFCNs: A CNN-Transformer Hybrid Network for Medical Image Segmentation    Zihan Li, Dihan Li, Cangbai Xu, Weice Wang, Qingqi Hong, Qingde Li, Jie Tian arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Action  Deep_Learning  Attention  Medical  CNN  PDF
• 2022-07-07 A Novel Unified Conditional Score-based Generative Framework for Multi-modal Medical Image Completion    Xiangxi Meng, Yuning Gu, Yongsheng Pan, Nizhuan Wang, Peng Xue, Mengkang Lu, Xuming He, Yiqiang Zhan, Dinggang Shen arXiv_CV arXiv_CV  Enhancement  Pose  Relation  Medical  Inference  PDF
• 2022-07-07 A simple normalization technique using window statistics to improve the out-of-distribution generalization in medical images    Chengfeng Zhou, Songchang Chen, Chenming Xu, Jun Wang, Chun Zhang, Juan Ye, Hefeng Huang, Dahong Qian arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Detection  Medical  CNN  PDF
• 2022-07-07 Enhancing Fairness of Visual Attribute Predictors    Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold arXiv_CV arXiv_CV  Recognition  Regularization  Knowledge  Pose  Face  Classification  Medical  PDF
• 2022-07-07 Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration    Jiashun Chen, Donghuan Lu, Yu Zhang, Dong Wei, Munan Ning, Xinyu Shi, Zhe Xu, Yefeng Zheng arXiv_CV arXiv_CV  Image_Caption  Transformer  Unsupervised  Pose  Relation  Attention  Medical  CNN  Prediction  PDF
• 2022-07-07 Towards the Practical Utility of Federated Learning in the Medical Domain    Seongjun Yang, Hyeonji Hwang, Daeyoung Kim, Radhika Dua, Jong-Yeup Kim, Eunho Yang, Edward Choi arXiv_AI arXiv_AI  Regularization  Pose  Medical  PDF
• 2022-07-06 Context-aware Self-supervised Learning for Medical Images Using Graph Neural Network    Li Sun, Ke Yu, Kayhan Batmanghelich arXiv_CV arXiv_CV  Embedding  Represenation_Learning  Self-Supervised  Relation  Medical  PDF
• 2022-07-06 Towards Transparency in Dermatology Image Datasets with Skin Tone Annotations by Experts, Crowds, and an Algorithm    Matthew Groh, Caleb Harris, Roxana Daneshjou, Omar Badri, Arash Koochek arXiv_CV arXiv_CV  Recognition  Review  Pose  Medical  PDF
• 2022-07-06 Exploring Runtime Decision Support for Trauma Resuscitation    Keyi Li, Sen Yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic arXiv_AI arXiv_AI  Medical  Activity  Prediction  Recommendation  PDF
• 2022-07-06 The Intrinsic Manifolds of Radiological Images and their Role in Deep Learning    Nicholas Konz, Hanxue Gu, Haoyu Dong, Maciej A. Mazurowski arXiv_CV arXiv_CV  Deep_Learning  Relation  Medical  PDF
• 2022-07-06 Towards the Use of Saliency Maps for Explaining Low-Quality Electrocardiograms to End Users    Ana Lucic, Sheeraz Ahmad, Amanda Furtado Brinhosa, Vera Liao, Himani Agrawal, Umang Bhatt, Krishnaram Kenthapadi, Alice Xiang, Maarten de Rijke, Nicholas Drabowski arXiv_AI arXiv_AI  Salient  Knowledge  GAN  Medical  PDF
• 2022-07-06 Histopathology DatasetGAN: Synthesizing Large-Resolution Histopathology Datasets    S. A. Rizvi, P. Cicalese, S. V. Seshan, S. Sciascia, J. U.Becker, H.V. Nguyen arXiv_CV arXiv_CV  Segmentation  Self-Supervised  Pose  Deep_Learning  GAN  Medical  PDF
• 2022-07-06 Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation    Yuan Yao, Fengze Liu, Zongwei Zhou, Yan Wang, Wei Shen, Alan Yuille, Yongyi Lu arXiv_CV arXiv_CV  Reconstruction  Segmentation  Unsupervised  Pose  Deep_Learning  GAN  Medical  Prediction  PDF
• 2022-07-06 Distillation to Enhance the Portability of Risk Models Across Institutions with Large Patient Claims Database    Steve Nyemba, Chao Yan, Ziqi Zhang, Amol Rajmane, Pablo Meyer, Prithwish Chakraborty, Bradley Malin arXiv_AI arXiv_AI  Transfer_Learning  Deep_Learning  Attention  Medical  Prediction  PDF
• 2022-07-06 BioTABQA: Instruction Learning for Biomedical Table Question Answering    Man Luo, Sharad Saxena, Swaroop Mishra, Mihir Parmar, Chitta Baral arXiv_AI arXiv_AI  Knowledge  Medical  QA  PDF
• 2022-07-06 A Novel Hybrid Endoscopic Dataset for Evaluating Machine Learning-based Photometric Image Enhancement Models    Axel Garcia-Vega, Ricardo Espinosa, Gilberto Ochoa-Ruiz, Thomas Bazin, Luis Eduardo Falcon-Morales, Dominique Lamarque, Christian Daul arXiv_CV arXiv_CV  Enhancement  RNN  Adversarial  Pose  Image_Enhancement  SLAM  Quantitative  Deep_Learning  Detection  GAN  Medical  Optical_Flow  PDF
• 2022-07-05 Multi-Label Retinal Disease Classification using Transformers    M. A. Rodriguez, H. AlMarzouqi, P. Liatsis (Department of Electrical Engineering and Computer Science, Khalifa University) arXiv_AI arXiv_AI  Transformer  Pose  Classification  Detection  Medical  PDF
• 2022-07-05 Applying data technologies to combat AMR: current status, challenges, and opportunities on the way forward    Leonid Chindelevitch, Elita Jauneikaitea, Nicole E. Wheeler, Kasim Allel, Bede Yaw Ansiri-Asafoakaa, Wireko A. Awuah, Denis C. Bauer, Stephan Beisken, Kara Fan, Gary Grant, Michael Graz, Yara Khalaf, Veranja Liyanapathirana, Carlos Montefusco-Pereira, Lawrence Mugisha, Atharv Naik, Sylvia Nanono, Anthony Nguyen, Timothy Rawson, Kessendri Reddy, Juliana M. Ruzante, Anneke Schmider, Roman Stocker, Leonhardt Unruh, Daniel Waruingi, Heather Graz, Maarten van Dongen arXiv_AI arXiv_AI  Surveillance  Review  Pose  Action  Medical  PDF
• 2022-07-05 Swin Deformable Attention U-Net Transformer for Explainable Fast MRI    Jiahao Huang, Xiaodan Xing, Zhifan Gao, Guang Yang arXiv_CV arXiv_CV  Transformer  Reconstruction  Pose  Deep_Learning  Attention  Medical  PDF
• 2022-07-05 Transformer based Models for Unsupervised Anomaly Segmentation in Brain MR Images    Ahmed Ghorbel (1), Ahmed Aldahdooh (1), Shadi Albarqouni (2), Wassim Hamidouche (1) ((1) Univ. Rennes, INSA Rennes, CNRS, IETR - UMR 6164, Rennes, France (2) University Hospital Bonn, Venusberg-Campus 1, D-53127, Bonn, Germany, Helmholtz Munich, Ingolstädter Landstraße 1, D-85764, Neuherberg, Germany, Technical University of Munich, Boltzmannstr. 3, D-85748 Garching, Germany) arXiv_CV arXiv_CV  Transformer  Reconstruction  Segmentation  Unsupervised  Detection  Attention  Medical  CNN  PDF
• 2022-07-05 Local Multi-Label Explanations for Random Forest    Nikolaos Mylonas, Ioannis Mollas, Nick Bassiliades, Grigorios Tsoumakas arXiv_AI arXiv_AI  Quantitative  Classification  Detection  Medical  Prediction  PDF
• 2022-07-05 Vector Quantisation for Robust Segmentation    Ainkaran Santhirasekaram, Avinash Kori, Mathias Winkler, Andrea Rockall, Ben Glocker arXiv_CV arXiv_CV  Segmentation  Embedding  Adversarial  Pose  Medical  PDF
• 2022-07-05 ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image Segmentation    Ziyuan Zhao, Andong Zhu, Zeng Zeng, Bharadwaj Veeravalli, Cuntai Guan arXiv_AI arXiv_AI  Segmentation  Knowledge  Pose  Medical  PDF
• 2022-07-05 MMGL: Multi-Scale Multi-View Global-Local Contrastive learning for Semi-supervised Cardiac Image Segmentation    Ziyuan Zhao, Jinxuan Hu, Zeng Zeng, Xulei Yang, Peisheng Qian, Bharadwaj Veeravalli, Cuntai Guan arXiv_AI arXiv_AI  Segmentation  Represenation_Learning  Pose  Contrastive_Learning  Deep_Learning  Medical  PDF
• 2022-07-05 Bayesian approaches for Quantifying Clinicians' Variability in Medical Image Quantification    Jaeik Jeon, Yeonggul Jang, Youngtaek Hong, Hackjoon Shim, Sekeun Kim arXiv_CV arXiv_CV  Segmentation  Quantitative  Deep_Learning  Medical  Inference  PDF
• 2022-07-05 Cov3d: Detection of the presence and severity of COVID-19 from CT scans using 3D ResNets    Robert Turnbull arXiv_CV arXiv_CV  3D  Classification  Deep_Learning  Detection  Medical  CNN  PDF
• 2022-07-04 AutoSpeed: A Linked Autoencoder Approach for Pulse-Echo Speed-of-Sound Imaging for Medical Ultrasound    Farnaz Khun Jush, Markus Biele, Peter M. Dueppenbecker, Andreas Maier arXiv_CV arXiv_CV  Pose  Quantitative  Medical  Prediction  PDF
• 2022-07-04 How Much More Data Do I Need? Estimating Requirements for Downstream Tasks    Rafid Mahmood, James Lucas, David Acuna, Daiqing Li, Jonah Philion, Jose M. Alvarez, Zhiding Yu, Sanja Fidler, Marc T. Law arXiv_CV arXiv_CV  Medical  Autonomous  PDF
• 2022-07-04 Efficient Lung Cancer Image Classification and Segmentation Algorithm Based on Improved Swin Transformer    Ruina Sun, Yuexin Pang arXiv_AI arXiv_AI  Transformer  Segmentation  Pose  Face  Classification  Detection  Medical  Image_Classification  PDF
• 2022-07-04 Representation Learning with Information Theory for COVID-19 Detection    Abel Díaz Berenguer, Tanmoy Mukherjee, Matias Bossa, Nikos Deligiannis, Hichem Sahli arXiv_CV arXiv_CV  Represenation_Learning  Deep_Learning  Detection  Medical  PDF
• 2022-07-04 GAN-based generation of realistic 3D data: A systematic review and taxonomy    André Ferreira, Jianning Li, Kelsey L. Pomykala, Jens Kleesiek, Victor Alves, Jan Egger arXiv_CV arXiv_CV  3D  Review  Adversarial  Deep_Learning  GAN  Medical  PDF
• 2022-07-04 Assessing the Performance of Automated Prediction and Ranking of Patient Age from Chest X-rays Against Clinicians    Matthew MacPherson, Keerthini Muthuswamy, Ashik Amlani, Charles Hutchinson, Vicky Goh, Giovanni Montana arXiv_CV arXiv_CV  Adversarial  Pose  Deep_Learning  GAN  Medical  Prediction  PDF
• 2022-07-04 Building a Relation Extraction Baseline for Gene-Disease Associations: A Reproducibility Study    Laura Menotti arXiv_CL arXiv_CL  Action  Relation  Relation_Extraction  Medical  PDF
• 2022-07-04 Attributed Abnormality Graph Embedding for Clinically Accurate X-Ray Report Generation    Sixing Yan, William K. Cheung, Keith Chiu, Terence M. Tong, Charles K. Cheung arXiv_CL arXiv_CL  Embedding  Knowledge  Knowledge_Graph  Pose  Relation  Attention  Medical  PDF
• 2022-07-03 Patient-specific modelling, simulation and real time processing for constrictive respiratory diseases    Stavros Nousias arXiv_CV arXiv_CV  Action  Medical  PDF
• 2022-07-03 Histopathological Imaging Classification of Breast Tissue for Cancer Diagnosis Support Using Deep Learning Models    Tat-Bao-Thien Nguyen, Minh-Vuong Ngo, Van-Phong Nguyen arXiv_CV arXiv_CV  Classification  Deep_Learning  Medical  PDF
• 2022-07-03 Mental Illness Classification on Social Media Texts using Deep Learning and Transfer Learning    Iqra Ameer, Muhammad Arif, Grigori Sidorov, Helena Gòmez-Adorno, Alexander Gelbukh arXiv_CL arXiv_CL  Transfer_Learning  Classification  Deep_Learning  Detection  GAN  Medical  PDF
• 2022-07-02 Complementary artificial intelligence designed to augment human discovery    Jamshid Sourati, James Evans arXiv_AI arXiv_AI  Medical  Prediction  PDF
• 2022-07-02 A Biomedical Pipeline to Detect Clinical and Non-Clinical Named Entities    Shaina Raza, Brian Schwartz arXiv_CL arXiv_CL  Embedding  Recognition  Pose  Medical  PDF
• 2022-07-02 Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image Segmentation    Josafat-Mattias Burmeister (1), Marcel Fernandez Rosas (1), Johannes Hagemann (1), Jonas Kordt (1), Jasper Blum (1), Simon Shabo (1), Benjamin Bergner (1), Christoph Lippert (1 and 2) ((1) Digital Health & Machine Learning, Hasso Plattner Institute, University of Potsdam, Germany, (2) Hasso Plattner Institute for Digital Health at Mount Sinai, Icahn School of Medicine at Mount Sinai, NYC, USA) arXiv_AI arXiv_AI  Segmentation  3D  Pose  Medical  PDF
• 2022-07-02 Domain-Adaptive 3D Medical Image Synthesis: An Efficient Unsupervised Approach    Qingqiao Hu, Hongwei Li, Jianguo Zhang arXiv_CV arXiv_CV  Segmentation  Unsupervised  3D  Pose  Classification  Attention  Medical  PDF
• 2022-07-02 Biologically-informed deep learning models for cancer: fundamental trends for encoding and interpreting oncology data    Magdalena Wysocka, Oskar Wysocki, Marie Zufferey, Dónal Landers, André Freitas arXiv_AI arXiv_AI  Knowledge  Action  Deep_Learning  Relation  Medical  Inference  PDF
• 2022-07-02 Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift    Wenao Ma, Cheng Chen, Shuang Zheng, Jing Qin, Huimao Zhang, Qi Dou arXiv_CV arXiv_CV  Pose  Classification  Medical  Image_Classification  Prediction  PDF
• 2022-07-02 Backdoor Attack is A Devil in Federated GAN-based Medical Image Synthesis    Ruinan Jin, Xiaoxiao Li arXiv_AI arXiv_AI  Regularization  Adversarial  Pose  Classification  Deep_Learning  Detection  GAN  Medical  PDF
• 2022-07-01 Online Reflective Learning for Robust Medical Image Segmentation    Yuhao Huang, Xin Yang, Xiaoqiong Huang, Jiamin Liang, Xinrui Zhou, Cheng Chen, Haoran Dou, Xindi Hu, Yan Cao, Dong Ni arXiv_AI arXiv_AI  Segmentation  Semantic_Segmentation  Pose  Face  Action  Medical  PDF
• 2022-07-01 Adapting the Mean Teacher for keypoint-based lung registration under geometric domain shifts    Alexander Bigalke, Lasse Hansen, Mattias P. Heinrich arXiv_CV arXiv_CV  Optimization  Pose  Action  Deep_Learning  Medical  Prediction  Matching  PDF
• 2022-07-01 Fine-grained Correlation Loss for Regression    Chaoyu Chen, Xin Yang, Ruobing Huang, Xindi Hu, Yankai Huang, Xiduo Lu, Xinrui Zhou, Mingyuan Luo, Yinyu Ye, Xue Shuang, Juzheng Miao, Yi Xiong, Dong Ni arXiv_CV arXiv_CV  Segmentation  Optimization  Pose  Detection  Relation  Object_Detection  Medical  PDF
• 2022-07-01 An Integrated System of Drug Matching and Abnormal Approval Number Correction    Dong Chenxi, QP Zhang, B Hu, JC Zhang, Dl Lin arXiv_AI arXiv_AI  Medical  Matching  PDF
• 2022-07-01 Learning to segment from object sizes    Denis Baručić (1), Jan Kybic (1) ((1) Czech Technical University in Prague, Czech Republic) arXiv_CV arXiv_CV  Segmentation  Semantic_Segmentation  Pose  Deep_Learning  Medical  PDF
• 2022-07-01 Usable Region Estimate for Assessing Practical Usability of Medical Image Segmentation Models    Yizhe Zhang, Suraj Mishra, Peixian Liang, Hao Zheng, Danny Z. Chen arXiv_CV arXiv_CV  Segmentation  Pose  Quantitative  Relation  Medical  Prediction  PDF
• 2022-06-30 Advances in Prediction of Readmission Rates Using Long Term Short Term Memory Networks on Healthcare Insurance Data    Shuja Khalid, Francisco Matos, Ayman Abunimer, Joel Bartlett, Richard Duszak, Michal Horny, Judy Gichoya, Imon Banerjee, Hari Trivedi arXiv_AI arXiv_AI  RNN  Memory_Networks  Medical  Prediction  PDF
• 2022-06-30 Why we do need Explainable AI for Healthcare    Giovanni Cinà, Tabea Röber, Rob Goedhart, Ilker Birbil arXiv_AI arXiv_AI  Action  Medical  PDF
• 2022-06-30 Learning Underrepresented Classes from Decentralized Partially Labeled Medical Images    Nanqing Dong, Michael Kampffmeyer, Irina Voiculescu arXiv_CV arXiv_CV  Recognition  Self-Supervised  Pose  Classification  Few-Shot  Medical  Matching  PDF
• 2022-06-30 Neural Annotation Refinement: Development of a New 3D Dataset for Adrenal Gland Analysis    Jiancheng Yang, Rui Shi, Udaranga Wickramasinghe, Qikui Zhu, Bingbing Ni, Pascal Fua arXiv_AI arXiv_AI  Segmentation  3D  Pose  Medical  PDF
• 2022-06-30 TINC: Temporally Informed Non-Contrastive Learning for Disease Progression Modeling in Retinal OCT Volumes    Taha Emre, Arunava Chakravarty, Antoine Rivail, Sophie Riedl, Ursula Schmidt-Erfurth, Hrvoje Bogunović arXiv_CV arXiv_CV  Contrastive_Learning  Medical  PDF
• 2022-06-30 Exposing and addressing the fragility of neural networks in digital pathology    Joona Pohjonen, Carolin Stürenberg, Atte Föhr, Esa Pitkänen, Antti Rannikko, Tuomas Mirtti arXiv_CV arXiv_CV  Medical  PDF
• 2022-06-30 Implicit U-Net for volumetric medical image segmentation    Sergio Naval Marimont, Giacomo Tarroni arXiv_CV arXiv_CV  Segmentation  3D  Sparse  Pose  Medical  CNN  Inference  Prediction  PDF
• 2022-06-30 The biasing effect of GAN-based augmentation methods on skin lesion images    Agnieszka Mikołajczyk, Sylwia Majchrowska, Sandra Carrasco Limeros arXiv_CV arXiv_CV  Adversarial  Classification  Relation  GAN  Medical  PDF
• 2022-06-30 A Medical Image Fusion Method based on MDLatLRRv2    Xu Song, Xiao-Jun Wu, Hui Li arXiv_CV arXiv_CV  Salient  Pose  Medical  PDF
• 2022-06-30 Colonoscopy Navigation using End-to-End Deep Visuomotor Control: A User Study    Ameya Pore, Martina Finocchiaro, Diego Dall'Alba, Albert Hernansanz, Gastone Ciuti, Alberto Arezzo, Arianna Menciassi, Alicia Casals, Paolo Fiorini arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  Medical  Autonomous  PDF
• 2022-06-30 BigBIO: A Framework for Data-Centric Biomedical Natural Language Processing    Jason Alan Fries, Leon Weber, Natasha Seelam, Gabriel Altay, Debajyoti Datta, Samuele Garda, Myungsun Kang, Ruisi Su, Wojciech Kusa, Samuel Cahyawijaya, Fabio Barth, Simon Ott, Matthias Samwald, Stephen Bach, Stella Biderman, Mario Sänger, Bo Wang, Alison Callahan, Daniel León Periñán, Théo Gigant, Patrick Haller, Jenny Chim, Jose David Posada, John Michael Giorgi, Karthik Rangasai Sivaraman, Marc Pàmies, Marianna Nezhurina, Robert Martin, Michael Cullan, Moritz Freidank, Nathan Dahlberg, Shubhanshu Mishra, Shamik Bose, Nicholas Michio Broad, Yanis Labrak, Shlok S Deshmukh, Sid Kiblawi, Ayush Singh, Minh Chien Vu, Trishala Neeraj, Jonas Golde, Albert Villanova del Moral, Benjamin Beilharz arXiv_CL arXiv_CL  Zero-Shot  Medical  Language_Model  PDF
• 2022-06-29 CLTS-GAN: Color-Lighting-Texture-Specular Reflection Augmentation for Colonoscopy    Shawn Mathew, Saad Nadeem, Arie Kaufman arXiv_CV arXiv_CV  Segmentation  Deep_Learning  Detection  GAN  Medical  PDF
• 2022-06-29 Identifying and Combating Bias in Segmentation Networks by leveraging multiple resolutions    Leonie Henschel, David Kügler, Derek S Andrews, Christine W Nordahl, Martin Reuter arXiv_CV arXiv_CV  Segmentation  Classification  Deep_Learning  Medical  Prediction  PDF
• 2022-06-29 Trial2Vec: Zero-Shot Clinical Trial Document Similarity Search using Self-Supervision    Zifeng Wang, Jimeng Sun arXiv_CL arXiv_CL  Embedding  Zero-Shot  Knowledge  Pose  Medical  Prediction  PDF
• 2022-06-29 LViT: Language meets Vision Transformer in Medical Image Segmentation    Zihan Li, Yunxiang Li, Qingde Li, You Zhang, Puyang Wang, Dazhou Guo, Le Lu, Dakai Jin, Qingqi Hong arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Deep_Learning  Attention  Medical  PDF
• 2022-06-29 Ensemble CNN models for Covid-19 Recognition and Severity Perdition From 3D CT-scan    Fares Bougourzi, Cosimo Distante, Fadi Dornaika, Abdelmalik Taleb-Ahmed arXiv_CV arXiv_CV  Recognition  3D  Pose  Detection  Medical  CNN  PDF
• 2022-06-29 On the Prediction Network Architecture in RNN-T for ASR    Dario Albesano, Jesús Andrés-Ferrer, Nicola Ferri, Puming Zhan arXiv_AI arXiv_AI  Transformer  RNN  Speech  Pose  Medical  Prediction  PDF
• 2022-06-29 vMFNet: Compositionality Meets Domain-generalised Segmentation    Xiao Liu, Spyridon Thermos, Pedro Sanchez, Alison Q. O'Neil, Sotirios A. Tsaftaris arXiv_CV arXiv_CV  Reconstruction  Segmentation  Recognition  Pose  Medical  PDF
• 2022-06-29 GERNERMED++: Transfer Learning in German Medical NLP    Johann Frei, Ludwig Frei-Stuber, Frank Kramer arXiv_CL arXiv_CL  Transfer_Learning  Recognition  Sparse  Medical  Language_Model  PDF
• 2022-06-29 Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary    Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng arXiv_CV arXiv_CV  Segmentation  Regularization  Medical  PDF
• 2022-06-29 MaNi: Maximizing Mutual Information for Nuclei Cross-Domain Unsupervised Segmentation    Yash Sharma, Sana Syed, Donald E. Brown arXiv_CV arXiv_CV  Segmentation  Unsupervised  Knowledge  Pose  Deep_Learning  Medical  PDF
• 2022-06-29 The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning    Xian Lin, Li Yu, Kwang-Ting Cheng, Zengqiang Yan arXiv_CV arXiv_CV  Transformer  Segmentation  Embedding  Knowledge  Self-Supervised  Pose  Attention  Medical  PDF
• 2022-06-29 C2FTrans: Coarse-to-Fine Transformers for Medical Image Segmentation    Xian Lin, Zengqiang Yan, Li Yu, Kwang-Ting Cheng arXiv_CV arXiv_CV  Transformer  Segmentation  Pose  Attention  Medical  CNN  PDF
• 2022-06-28 Reinforcement Learning in Medical Image Analysis: Concepts, Applications, Challenges, and Future Directions    Mingzhe Hu, Jiahan Zhang, Luke Matkovic, Tian Liu, Xiaofeng Yang arXiv_CV arXiv_CV  Unsupervised  Reinforcement_Learning  Review  Quantitative  Detection  GAN  Medical  PDF
• 2022-06-28 Smart Application for Fall Detection Using Wearable ECG & Accelerometer Sensors    Harry Wixley arXiv_AI arXiv_AI  Detection  Medical  PDF
• 2022-06-28 FedRare: Federated Learning with Intra- and Inter-Client Contrast for Effective Rare Disease Classification    Nannan Wu, Li Yu, Xin Yang, Kwang-Ting Cheng, Zengqiang Yan arXiv_CV arXiv_CV  Pose  Contrastive_Learning  Classification  Attention  Medical  Image_Classification  PDF
• 2022-06-28 Adversarial Consistency for Single Domain Generalization in Medical Image Segmentation    Yanwu Xu, Shaoan Xie, Maxwell Reynolds1, Matthew Ragoza1, Mingming Gong, Kayhan Batmanghelich arXiv_CV arXiv_CV  Segmentation  Adversarial  Pose  Contrastive_Learning  Deep_Learning  GAN  Medical  PDF
• 2022-06-28 NERDA-Con: Extending NER models for Continual Learning -- Integrating Distinct Tasks and Updating Distribution Shifts    Supriti Vijay, Aman Priyanshu arXiv_CL arXiv_CL  Recognition  Knowledge  Pose  Action  Medical  Language_Model  PDF
• 2022-06-27 Patch Selection for Melanoma Classification    Guillaume Lachaud, Patricia Conde-Cespedes, Maria Trocan arXiv_CV arXiv_CV  Classification  Medical  CNN  PDF
• 2022-06-27 Reducing Annotation Need in Self-Explanatory Models for Lung Nodule Diagnosis    Jiahao Lu, Chong Yin, Oswin Krause, Kenny Erleben, Michael Bachmann Nielsen, Sune Darkner arXiv_CV arXiv_CV  Knowledge  Self-Supervised  Contrastive_Learning  Classification  Relation  Medical  Matching  PDF
• 2022-06-27 EMVLight: a Multi-agent Reinforcement Learning Framework for an Emergency Vehicle Decentralized Routing and Traffic Signal Control System    Haoran Su, Yaofeng D. Zhong, Joseph Y.J. Chow, Biswadip Dey, Li Jin arXiv_AI arXiv_AI  Reinforcement_Learning  Pose  Medical  PDF
• 2022-06-27 Distributional Gaussian Processes Layers for Out-of-Distribution Detection    Sebastian G. Popescu, David J. Sharp, James H. Cole, Konstantinos Kamnitsas, Ben Glocker arXiv_CV arXiv_CV  Reconstruction  Segmentation  Pose  Detection  Medical  CNN  Prediction  PDF
• 2022-06-27 Consistency-preserving Visual Question Answering in Medical Imaging    Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman arXiv_CV arXiv_CV  Pose  Relation  VQA  Medical  QA  PDF
• 2022-06-27 Diffusion Deformable Model for 4D Temporal Medical Image Generation    Boah Kim, Jong Chul Ye arXiv_CV arXiv_CV  3D  Pose  Deep_Learning  Denoising  Medical  PDF
• 2022-06-27 Context-Aware Transformers For Spinal Cancer Detection and Radiological Grading    Rhydian Windsor, Amir Jamaludin, Timor Kadir, Andrew Zisserman arXiv_CV arXiv_CV  Transformer  Pose  Detection  Medical  Prediction  PDF
• 2022-06-27 Unsupervised Domain Adaptation Using Feature Disentanglement And GCNs For Medical Image Classification    Dwarikanath Mahapatra arXiv_CV arXiv_CV  Unsupervised  Pose  Classification  Deep_Learning  Medical  Image_Classification  PDF
• 2022-06-27 Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance    Meirui Jiang, Hongzheng Yang, Xiaoxiao Li, Quande Liu, Pheng-Ann Heng, Qi Dou arXiv_CV arXiv_CV  Pose  Classification  Medical  PDF
• 2022-06-27 SearchMorph:Multi-scale Correlation Iterative Network for Deformable Registration    Xiao Fan, Shuxin Zhuang, Zhemin Zhuang, Shunmin Qiu, Alex Noel Joseph Raj, Yibiao Rong arXiv_CV arXiv_CV  Unsupervised  Pose  Relation  Medical  PDF
• 2022-06-27 Automated Systems For Diagnosis of Dysgraphia in Children: A Survey and Novel Framework    Jayakanth Kunhoth, Somaya Al-Maadeed, Suchithra Kunhoth, Younus Akbari arXiv_CV arXiv_CV  Handwriting  Review  Pose  Survey  Medical  PDF
• 2022-06-26 Contextual embedding and model weighting by fusing domain knowledge on Biomedical Question Answering    Yuxuan Lu, Jingya Yan, Zhixuan Qi, Zhongzheng Ge, Yongping Du arXiv_AI arXiv_AI  Embedding  Unsupervised  Bert  Knowledge  Pose  Medical  QA  PDF
• 2022-06-26 Breast Cancer Classification using Deep Learned Features Boosted with Handcrafted Features    Unaiza Sajid, Dr. Rizwan Ahmed Khan, Dr. Shahid Munir Shah, Dr. Sheeraz Arif arXiv_CV arXiv_CV  Pose  Classification  Detection  Medical  CNN  Prediction  PDF
• 2022-06-25 Anatomy-Guided Weakly-Supervised Abnormality Localization in Chest X-rays    Ke Yu, Shantanu Ghosh, Zhexiong Liu, Christopher Deible, Kayhan Batmanghelich arXiv_CV arXiv_CV  Pose  Quantitative  Classification  Detection  Attention  Medical  PDF
• 2022-06-25 RandStainNA: Learning Stain-Agnostic Features from Histology Slides by Bridging Stain Augmentation and Normalization    Yiqing Shen, Yulin Luo, Dinggang Shen, Jing Ke arXiv_CV arXiv_CV  Segmentation  Pose  Classification  Deep_Learning  Medical  PDF
• 2022-06-25 Machine Learning-based Biological Ageing Estimation Technologies: A Survey    Zhaonian Zhang, Richard Jiang, Danny Crookes, Paul Chazot arXiv_AI arXiv_AI  Review  Face  Survey  Medical  Prediction  PDF
• 2022-06-25 Non-iterative Coarse-to-fine Registration based on Single-pass Deep Cumulative Learning    Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim arXiv_CV arXiv_CV  3D  Pose  Medical  CNN  PDF
• 2022-06-24 Attention-Guided Autoencoder for Automated Progression Prediction of Subjective Cognitive Decline with Structural MRI    Hao Guan, Ling Yue, Pew-Thian Yap, Andrea Bozoki, Mingxia Liu arXiv_CV arXiv_CV  Knowledge  Pose  Classification  Deep_Learning  Attention  Medical  Prediction  PDF
• 2022-06-24 PoCaP Corpus: A Multimodal Dataset for Smart Operating Room Speech Assistant using Interventional Radiology Workflow Analysis    Kubilay Can Demir, Matthias May, Axel Schmid, Michael Uder, Katharina Breininger, Tobias Weise, Andreas Maier, Seung Hee Yang arXiv_SD