Medical
Medical
2023-01-31
Do Multi-Document Summarization Models Synthesize?
Jay DeYoung, Stephanie C. Martinez, Iain J. Marshall, Byron C. Wallace
arXiv_CL
arXiv_CL
Review
Pose
Summarization
Medical
PDF
2023-01-31
Review of methods for automatic cerebral microbleeds detection
Maria Ferlin, Zuzanna Klawikowska, Michał Grochowski, Małgorzata Grzywińska, Edyta Szurowska
arXiv_CV
arXiv_CV
Knowledge
Review
Pose
Detection
Medical
PDF
2023-01-31
Transfer Learning and Class Decomposition for Detecting the Cognitive Decline of Alzheimer Disease
Maha M. Alwuthaynani, Zahraa S. Abdallah, Raul Santos-Rodriguez
arXiv_AI
arXiv_AI
Transfer_Learning
Recognition
Knowledge
Pose
Classification
Deep_Learning
Detection
Attention
Medical
CNN
Image_Classification
PDF
2023-01-31
CaraNet: Context Axial Reverse Attention Network for Segmentation of Small Medical Objects
Ange Lou, Shuyue Guan, Murray Loew
arXiv_CV
arXiv_CV
Segmentation
Pose
Detection
Attention
Medical
CNN
PDF
2023-01-31
Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond
Wenchao Du, Hu Chen, Yi Zhang, H. Yang
arXiv_CV
arXiv_CV
Restoration
Pose
Quantitative
Denoising
Medical
PDF
2023-01-30
Proxy-based Zero-Shot Entity Linking by Effective Candidate Retrieval
Maciej Wiatrak, Eirini Arvaniti, Angus Brayne, Jonas Vetterle, Aaron Sim
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Adversarial
Medical
PDF
2023-01-30
Advancing Radiograph Representation Learning with Masked Record Modeling
Hong-Yu Zhou, Chenyu Lian, Liansheng Wang, Yizhou Yu
arXiv_CV
arXiv_CV
Transformer
Represenation_Learning
Knowledge
Medical
PDF
2023-01-30
Standardized CycleGAN training for unsupervised stain adaptation in invasive carcinoma classification for breast histopathology
Nicolas Nerrienet, Rémy Peyret, Marie Sockeel, Stéphane Sockeel
arXiv_CV
arXiv_CV
Unsupervised
Pose
Classification
GAN
Medical
Inference
PDF
2023-01-30
BSSAD: Towards A Novel Bayesian State-Space Approach for Anomaly Detection in Multivariate Time Series
Usman Anjum (1), Samuel Lin (2), Justin Zhan (1) ((1) University of Cincinnati, (2) University of Arkansas, Fayetteville)
arXiv_AI
arXiv_AI
RNN
Pose
Detection
Relation
Medical
PDF
2023-01-30
FedFA: Federated Feature Augmentation
Tianfei Zhou, Ender Konukoglu
arXiv_CV
arXiv_CV
Pose
Medical
PDF
2023-01-30
Factors that affect Camera based Self-Monitoring of Vitals in the Wild
Nikhil S. Narayan, Shashanka B. R., Rohit Damodaran, Dr. Chandrashekhar Jayaram, Dr. M. A. Kareem, Dr. Mamta P., Dr. Saravanan K. R., Dr. Monu Krishnan, Dr. Raja Indana
arXiv_CV
arXiv_CV
Medical
PDF
2023-01-30
Exploring Image Augmentations for Siamese Representation Learning with Chest X-Rays
Rogier van der Sluijs, Nandita Bhaskhar, Daniel Rubin, Curtis Langlotz, Akshay Chaudhari
arXiv_AI
arXiv_AI
Zero-Shot
Represenation_Learning
Self-Supervised
Detection
Medical
PDF
2023-01-29
Large Language Models for Biomedical Causal Graph Construction
Vahan Arsenyan, Davit Shahnazaryan
arXiv_CL
arXiv_CL
Action
Relation
Relation_Extraction
Medical
Language_Model
PDF
2023-01-28
Zero-shot causal learning
Hamed Nilforoshan, Michael Moor, Yusuf Roohani, Yining Chen, Anja Šurina, Michihiro Yasunaga, Sara Oblak, Jure Leskovec
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Medical
Prediction
PDF
2023-01-28
Towards a Single Unified Model for Effective Detection, Segmentation, and Diagnosis of Eight Major Cancers Using a Large Collection of CT Scans
Jieneng Chen, Yingda Xia, Jiawen Yao, Ke Yan, Jianpeng Zhang, Le Lu, Fakai Wang, Bo Zhou, Mingyan Qiu, Qihang Yu, Mingze Yuan, Wei Fang, Yuxing Tang, Minfeng Xu, Jian Zhou, Yuqian Zhao, Qifeng Wang, Xianghua Ye, Xiaoli Yin, Yu Shi, Xin Chen, Jingren Zhou, Alan Yuille, Zaiyi Liu, Ling Zhang
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
3D
Represenation_Learning
Detection
Relation
GAN
Medical
PDF
2023-01-28
TemporAI: Facilitating Machine Learning Innovation in Time Domain Tasks for Medicine
Evgeny S. Saveliev, Mihaela van der Schaar
arXiv_AI
arXiv_AI
Face
Medical
Inference
Prediction
PDF
2023-01-28
Layout-aware Webpage Quality Assessment
Anfeng Cheng, Yiding Liu, Weibin Li, Qian Dong, Shuaiqiang Wang, Zhengjie Huang, Shikun Feng, Zhicong Cheng, Dawei Yin
arXiv_AI
arXiv_AI
Pose
Medical
PDF
2023-01-27
ThoughtSource: A central hub for large language model reasoning data
Simon Ott, Konstantin Hebenstreit, Valentin Liévin, Christoffer Egeberg Hother, Milad Moradi, Maximilian Mayrhauser, Robert Praas, Ole Winther, Matthias Samwald
arXiv_AI
arXiv_AI
Pose
Medical
Language_Model
PDF
2023-01-27
A Green World for A.I
Dan Zhao, Nathan C. Frey, Joseph McDonald, Matthew Hubbell, David Bestor, Michael Jones, Andrew Prout, Vijay Gadepally, Siddharth Samsi
arXiv_AI
arXiv_AI
Optimization
Face
Action
Medical
PDF
2023-01-27
Targeted Attacks on Timeseries Forecasting
Yuvaraj Govindarajulu, Avinash Amballa, Pavan Kulkarni, Manojkumar Parmar
arXiv_AI
arXiv_AI
Gradient_Descent
Adversarial
Pose
Deep_Learning
Medical
Prediction
PDF
2023-01-27
Theme-driven Keyphrase Extraction from Social Media on Opioid Recovery
William Romano, Omar Sharif, Madhusudan Basak, Joseph Gatto, Sarah Preum
arXiv_CL
arXiv_CL
Knowledge
Pose
Face
Action
Quantitative
Medical
PDF
2023-01-27
Diffusion Denoising for Low-Dose-CT Model
Runyi Li, Jian Zhang
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Deep_Learning
Denoising
Medical
Inference
PDF
2023-01-26
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph
Malte Hoffmann, Andrew Hoopes, Douglas N. Greve, Bruce Fischl, Adrian V. Dalca
arXiv_AI
arXiv_AI
Optimization
Medical
PDF
2023-01-25
Enhancing Medical Image Segmentation with TransCeption: A Multi-Scale Feature Fusion Approach
Reza Azad, Yiwei Jia, Ehsan Khodapanah Aghdam, Julien Cohen-Adad, Dorit Merhof
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Action
Relation
Attention
GAN
Medical
PDF
2023-01-25
Self-Supervised Curricular Deep Learning for Chest X-Ray Image Classification
Iván de Andrés Tamé, Kirill Sirotkin, Pablo Carballeira, Marcos Escudero-Viñolo
arXiv_CV
arXiv_CV
Recognition
Self-Supervised
Classification
Deep_Learning
Attention
Medical
Image_Classification
PDF
2023-01-25
Cross-lingual Argument Mining in the Medical Domain
Anar Yeginbergenova, Rodrigo Agerri
arXiv_CL
arXiv_CL
Zero-Shot
Classification
Relation
Attention
Medical
Language_Model
PDF
2023-01-25
HEAR4Health: A blueprint for making computer audition a staple of modern healthcare
Andreas Triantafyllopoulos, Alexander Kathan, Alice Baird, Lukas Christ, Alexander Gebhard, Maurice Gerczuk, Vincent Karas, Tobias Hübner, Xin Jing, Shuo Liu, Adria Mallol-Ragolta, Manuel Milling, Sandra Ottl, Anastasia Semertzidou, Srividya Tirunellai Rajamani, Tianhao Yan, Zijiang Yang, Judith Dineley, Shahin Amiriparian, Katrin D. Bartl-Pokorny, Anton Batliner, Florian B. Pokorny, Björn W. Schuller
arXiv_SD
arXiv_SD
Medical
PDF
2023-01-25
Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection
Shaoxiong Ji, Ya Gao, Pekka Marttinen
arXiv_CL
arXiv_CL
Embedding
Knowledge
Review
Pose
Action
Deep_Learning
Detection
Relation
Attention
Medical
CNN
Language_Model
PDF
2023-01-24
Causal-Discovery Performance of ChatGPT in the context of Neuropathic Pain Diagnosis
Ruibo Tu, Chao Ma, Cheng Zhang
arXiv_CL
arXiv_CL
Medical
Language_Model
PDF
2023-01-24
Multimodal Interactive Lung Lesion Segmentation: A Framework for Annotating PET/CT Images based on Physiological and Anatomical Cues
Verena Jasmin Hallitschke, Tobias Schlumberger, Philipp Kataliakos, Zdravko Marinov, Moon Kim, Lars Heiliger, Constantin Seibold, Jens Kleesiek, Rainer Stiefelhagen
arXiv_CV
arXiv_CV
Segmentation
Pose
Face
Deep_Learning
Medical
PDF
2023-01-24
Cross-lingual German Biomedical Information Extraction: from Zero-shot to Human-in-the-Loop
Siting Liang, Mareike Hartmann, Daniel Sonntag
arXiv_CL
arXiv_CL
Transfer_Learning
Zero-Shot
Face
Action
Medical
PDF
2023-01-23
Multi-domain stain normalization for digital pathology: A cycle-consistent adversarial network for whole slide images
Martin J. Hetz, Tabea-Clara Bucher, Titus J. Brinker
arXiv_CV
arXiv_CV
Adversarial
Pose
Classification
GAN
Medical
PDF
2023-01-23
Large-scale fine-grained semantic indexing of biomedical literature based on weakly-supervised deep learning
Anastasios Nentidis, Thomas Chatzopoulos, Anastasia Krithara, Grigorios Tsoumakas, Georgios Paliouras
arXiv_CL
arXiv_CL
Pose
Deep_Learning
Medical
PDF
2023-01-22
Applied Deep Learning to Identify and Localize Polyps from Endoscopic Images
Chandana Raju, Sumedh Vilas Datar, Kushala Hari, Kavin Vijay, Suma Ningappa
arXiv_CV
arXiv_CV
Survey
Classification
Deep_Learning
Detection
Object_Detection
Medical
PDF
2023-01-22
Design of Bistable Soft Deployable Structures via a Kirigami-inspired Planar Fabrication Approach
Mrunmayi Mungekar, Leixin Ma, Wenzhong Yan, Vishal Kackar, Shyan Shokrazadeh, M. Khalid Jawed
arXiv_RO
arXiv_RO
3D
Medical
Autonomous
PDF
2023-01-21
MultiNet with Transformers: A Model for Cancer Diagnosis Using Images
Hosein Barzekar, Yash Patel, Ling Tong, Zeyun Yu
arXiv_CV
arXiv_CV
Transformer
Classification
Medical
Image_Classification
PDF
2023-01-21
Counterfactual Explanation and Instance-Generation using Cycle-Consistent Generative Adversarial Networks
Tehseen Zia, Zeeshan Nisar, Shakeeb Murtaza
arXiv_CV
arXiv_CV
Unsupervised
Salient
Adversarial
Pose
Classification
GAN
Medical
Image_Classification
Prediction
PDF
2023-01-21
Pre-text Representation Transfer for Deep Learning with Limited Imbalanced Data : Application to CT-based COVID-19 Detection
Fouzia Altaf, Syed M. S. Islam, Naeem K. Janjua, Naveed Akhtar
arXiv_CV
arXiv_CV
Unsupervised
Transfer_Learning
Pose
Classification
Deep_Learning
Detection
Medical
Prediction
PDF
2023-01-20
AI enabled RPM for Mental Health Facility
Thanveer Shaik, Xiaohui Tao, Niall Higgins, Haoran Xie, Raj Gururajan, Xujuan Zhou
arXiv_AI
arXiv_AI
Action
Medical
PDF
2023-01-20
Estimation of mitral valve hinge point coordinates -- deep neural net for echocardiogram segmentation
Christian Schmidt, Heinrich Martin Overhoff
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Detection
Medical
PDF
2023-01-20
The stochastic digital human is now enrolling for in silico imaging trials -- Methods and tools for generating digital cohorts
A Badano, M Lago, E Sizikova, JG Delfino, S Guan, MA Anastasio, B Sahiner
arXiv_AI
arXiv_AI
Review
Survey
Classification
Medical
PDF
2023-01-20
Is ChatGPT A Good Translator? A Preliminary Study
Wenxiang Jiao, Wenxuan Wang, Jen-tse Huang, Xing Wang, Zhaopeng Tu
arXiv_CL
arXiv_CL
Medical
PDF
2023-01-19
The role of noise in denoising models for anomaly detection in medical images
Antanas Kascenas, Pedro Sanchez, Patrick Schrempf, Chaoyang Wang, William Clackett, Shadia S. Mikhael, Jeremy P. Voisey, Keith Goatman, Alexander Weir, Nicolas Pugeault, Sotirios A. Tsaftaris, Alison Q. O'Neil
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Optimization
Pose
Detection
Denoising
Medical
PDF
2023-01-19
Regularizing disparity estimation via multi task learning with structured light reconstruction
Alistair Weld, Joao Cartucho, Chi Xu, Joseph Davids, Stamatia Giannarou
arXiv_CV
arXiv_CV
Reconstruction
3D
Multi_Task
Pose
Deep_Learning
Medical
PDF
2023-01-19
Position Regression for Unsupervised Anomaly Detection
Florentin Bieder, Julia Wolleb, Robin Sandkühler, Philippe C. Cattin
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
3D
Pose
Detection
Medical
Inference
PDF
2023-01-19
Spatially Covariant Lesion Segmentation
Hang Zhang, Rongguang Wang, Jinwei Zhang, Dongdong Liu, Chao Li, Jiahao Li
arXiv_AI
arXiv_AI
Segmentation
Pose
Medical
CNN
PDF
2023-01-19
MedSegDiff-V2: Diffusion based Medical Image Segmentation with Transformer
Junde Wu, Rao Fu, Huihui Fang, Yu Zhang, Yanwu Xu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Action
GAN
Medical
PDF
2023-01-18
Active learning for medical image segmentation with stochastic batches
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
arXiv_CV
arXiv_CV
Segmentation
Pose
Classification
Medical
PDF
2023-01-18
How Close is ChatGPT to Human Experts? Comparison Corpus, Evaluation, and Detection
Biyang Guo, Xin Zhang, Ziyuan Wang, Minqi Jiang, Jinran Nie, Yuxuan Ding, Jianwei Yue, Yupeng Wu
arXiv_CL
arXiv_CL
Detection
Attention
Medical
Language_Model
QA
PDF
2023-01-18
Curvilinear object segmentation in medical images based on ODoS filter and deep learning network
Yuanyuan Peng, Lin Pan, Pengpeng Luan, Hongbin Tu, Xiong Li
arXiv_CV
arXiv_CV
Segmentation
Deep_Learning
Attention
Medical
PDF
2023-01-18
ViT-AE++: Improving Vision Transformer Autoencoder for Self-supervised Medical Image Representations
Chinmay Prabhakar, Hongwei Bran Li, Jiancheng Yang, Suprosana Shit, Benedikt Wiestler, Bjoern Menze
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Reconstruction
3D
Self-Supervised
Pose
Contrastive_Learning
Attention
Medical
PDF
2023-01-18
Reslicing Ultrasound Images for Data Augmentation and Vessel Reconstruction
Cecilia Morales, Jason Yao, Tejas Rane, Robert Edman, Howie Choset, Artur Dubrawski
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Semantic_Segmentation
3D
Medical
PDF
2023-01-17
MRI-powered Magnetic Miniature Capsule Robot with HIFU-controlled On-demand Drug Delivery
Mehmet Efe Tiryaki, Fatih Dogangun, Cem Balda Dayan, Paul Wrede, Metin Sitti
arXiv_RO
arXiv_RO
Pose
Medical
PDF
2023-01-17
Using Large Text-to-Image Models with Structured Prompts for Skin Disease Identification: A Case Study
Sajith Rajapaksa, Jean Marie Uwabeza Vianney, Renell Castro, Farzad Khalvati, Shubhra Aich
arXiv_CV
arXiv_CV
Pose
Medical
PDF
2023-01-17
SegViz: A Federated Learning Framework for Medical Image Segmentation from Distributed Datasets with Different and Incomplete Annotations
Adway U. Kanhere, Pranav Kulkarni, Paul H. Yi, Vishwa S. Parekh
arXiv_AI
arXiv_AI
Segmentation
Knowledge
Deep_Learning
Medical
PDF
2023-01-17
Mixed Attention with Deep Supervision for Delineation of COVID Infection in Lung CT
Pallabi Dutta, Sushmita Mitra
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Attention
Medical
PDF
2023-01-17
Self-supervised Domain Adaptation for Breaking the Limits of Low-quality Fundus Image Quality Enhancement
Qingshan Hou, Peng Cao, Jiaqi Wang, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaiane
arXiv_CV
arXiv_CV
Unsupervised
Enhancement
Self-Supervised
Image_Enhancement
Medical
PDF
2023-01-17
Mortality Prediction with Adaptive Feature Importance Recalibration for Peritoneal Dialysis Patients: a deep-learning-based study on a real-world longitudinal follow-up dataset
Liantao Ma, Chaohe Zhang, Junyi Gao, Xianfeng Jiao, Zhihao Yu, Xinyu Ma, Yasha Wang, Wen Tang, Xinju Zhao, Wenjie Ruan, Tao Wang
arXiv_AI
arXiv_AI
Embedding
Pose
Action
Deep_Learning
Relation
Medical
Prediction
PDF
2023-01-17
Acute ischemic stroke lesion segmentation in non-contrast CT images using 3D convolutional neural networks
A.V.Dobshik, S.K. Verbitskiy, I.A. Pestunov, K.M. Sherman, Yu.N. Sinyavskiy, A.A. Tulupov, V.B. Berikov
arXiv_CV
arXiv_CV
Segmentation
3D
Pose
Quantitative
Medical
CNN
PDF
2023-01-17
Multi Kernel Positional Embedding ConvNeXt for Polyp Segmentation
Trong-Hieu Nguyen Mau, Quoc-Huy Trinh, Nhat-Tan Bui, Minh-Triet Tran, Hai-Dang Nguyen
arXiv_CV
arXiv_CV
Segmentation
Embedding
Pose
Deep_Learning
Medical
PDF
2023-01-16
TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
arXiv_CV
arXiv_CV
Segmentation
Sparse
Pose
Classification
Deep_Learning
Medical
Inference
PDF
2023-01-16
Cross-institution text mining to uncover clinical associations: a case study relating social factors and code status in intensive care medicine
Madhumita Sushil, Atul J. Butte, Ewoud Schuit, Maarten van Smeden, Artuur M. Leeuwenberg
arXiv_CL
arXiv_CL
Medical
PDF
2023-01-16
Equilivest: A Robotic Vest to aid in Post-Stroke Dynamic Balance Rehabilitation
Franco Paviotti, Esteban Buniak, Rodrigo Ramele, Orestes Freixes, Juan Miguel Santos
arXiv_RO
arXiv_RO
Survey
Medical
Activity
PDF
2023-01-16
LYSTO: The Lymphocyte Assessment Hackathon and Benchmark Dataset
Yiping Jiao, Jeroen van der Laak, Shadi Albarqouni, Zhang Li, Tao Tan, Abhir Bhalerao, Jiabo Ma, Jiamei Sun, Johnathon Pocock, Josien P.W. Pluim, Navid Alemi Koohbanani, Raja Muhammad Saad Bashir, Shan E Ahmed Raza, Sibo Liu, Simon Graham, Suzanne Wetstein, Syed Ali Khurram, Thomas Watson, Nasir Rajpoot, Mitko Veta, Francesco Ciompi
arXiv_CV
arXiv_CV
Pose
Deep_Learning
GAN
Medical
PDF
2023-01-15
CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey
Michael Perez, Corey Toler-Franklin
arXiv_AI
arXiv_AI
Unsupervised
Recognition
3D
Pose_Estimation
Review
Pose
Survey
Action_Recognition
Action
Classification
Deep_Learning
GAN
Medical
CNN
PDF
2023-01-15
Rationalizing Predictions by Adversarial Information Calibration
Lei Sha, Oana-Maria Camburu, Thomas Lukasiewicz
arXiv_AI
arXiv_AI
Recognition
Adversarial
Speech
Pose
Action
Sentiment
Speech_Recognition
Medical
Prediction
PDF
2023-01-13
Multilingual Alzheimer's Dementia Recognition through Spontaneous Speech: a Signal Processing Grand Challenge
Saturnino Luz, Fasih Haider, Davida Fromm, Ioulietta Lazarou, Ioannis Kompatsiaris, Brian MacWhinney
arXiv_AI
arXiv_AI
Recognition
Knowledge
Speech
Detection
Medical
Prediction
PDF
2023-01-13
Computational Pathology for Brain Disorders
Gabriel Jimenez, Daniel Racoceanu
arXiv_CV
arXiv_CV
Quantitative
Classification
Medical
PDF
2023-01-13
RCPS: Rectified Contrastive Pseudo Supervision for Semi-Supervised Medical Image Segmentation
Xiangyu Zhao, Zengxin Qi, Sheng Wang, Qian Wang, Xuehai Wu, Ying Mao, Lichi Zhang
arXiv_CV
arXiv_CV
Segmentation
Regularization
Pose
Contrastive_Learning
Medical
PDF
2023-01-13
Explicit Temporal Embedding in Deep Generative Latent Models for Longitudinal Medical Image Synthesis
Julian Schön, Raghavendra Selvan, Lotte Nygård, Ivan Richter Vogelius, Jens Petersen
arXiv_CV
arXiv_CV
Embedding
Pose
Deep_Learning
GAN
Medical
PDF
2023-01-13
Multi-Target Landmark Detection with Incomplete Images via Reinforcement Learning and Shape Prior
Kaiwen Wan, Lei Li, Dengqiang Jia, Shangqi Gao, Wei Qian, Yingzhi Wu, Huandong Lin, Xiongzheng Mu, Xin Gao, Sijia Wang, Fuping Wu, Xiahai Zhuang
arXiv_CV
arXiv_CV
Reinforcement_Learning
3D
Knowledge
Pose
Detection
Medical
PDF
2023-01-13
Contrast with Major Classifier Vectors for Federated Medical Relation Extraction with Heterogeneous Label Distribution
Chunhui Du, Hao He, Yaohui Jin
arXiv_AI
arXiv_AI
Optimization
Regularization
Pose
Action
Relation
Relation_Extraction
Medical
PDF
2023-01-12
Counterfactual Explanations for Concepts in $mathcal{ELH}$
Leonie Nora Sieger, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo
arXiv_AI
arXiv_AI
Knowledge
Pose
Survey
Action
Classification
Medical
PDF
2023-01-12
Hierarchical Dynamic Masks for Visual Explanation of Neural Networks
Yitao Peng, Longzhen Yang, Yihang Liu, Lianghua He
arXiv_CV
arXiv_CV
Recognition
Optimization
Salient
Adversarial
Pose
Classification
Medical
PDF
2023-01-12
ZScribbleSeg: Zen and the Art of Scribble Supervised Medical Image Segmentation
Ke Zhang, Xiahai Zhuang
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Regularization
Pose
Relation
Medical
Prediction
PDF
2023-01-12
Color-NeuraCrypt: Privacy-Preserving Color-Image Classification Using Extended Random Neural Networks
Zheng Qi, AprilPyone MaungMaung, Hitoshi Kiya
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Medical
Image_Classification
PDF
2023-01-12
Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation
Ruifei Zhang, Sishuo Liu, Yizhou Yu, Guanbin Li
arXiv_CV
arXiv_CV
Segmentation
Inpainting
Self-Supervised
Pose
Medical
PDF
2023-01-12
Diffusion-based Data Augmentation for Skin Disease Classification: Impact Across Original Medical Datasets to Fully Synthetic Images
Mohamed Akrout, Bálint Gyepesi, Péter Holló, Adrienn Poór, Blága Kincső, Stephen Solis, Katrina Cirone, Jeremy Kawahara, Dekker Slade, Latif Abid, Máté Kovács, István Fazekas
arXiv_CV
arXiv_CV
Classification
Medical
PDF
2023-01-11
Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
Shruthi Bannur, Stephanie Hyland, Qianchu Liu, Fernando Perez-Garcia, Maximilian Ilse, Daniel C. Castro, Benedikt Boecking, Harshita Sharma, Kenza Bouzid, Anja Thieme, Anton Schwaighofer, Maria Wetscherek, Matthew P. Lungren, Aditya Nori, Javier Alvarez-Valle, Ozan Oktay
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Pose
Classification
Medical
PDF
2023-01-11
A new sampling methodology for creating rich, heterogeneous, subsets of samples for training image segmentation algorithms
Matheus Viana da Silva, Natália de Carvalho Santos, Baptiste Lacoste, Cesar Henrique Comin
arXiv_CV
arXiv_CV
Segmentation
Medical
PDF
2023-01-11
Co-training with High-Confidence Pseudo Labels for Semi-supervised Medical Image Segmentation
Zhiqiang Shen, Peng Cao, Hua Yang, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaiane
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
3D
Regularization
Pose
Medical
PDF
2023-01-11
pyssam -- a Python library for statistical modelling of biomedical shape and appearance
Josh Williams, Ali Ozel, Uwe Wolfram
arXiv_CV
arXiv_CV
Segmentation
Point_Cloud
Relation
GAN
Medical
PDF
2023-01-11
GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis
Hong-Yu Zhou, Chixiang Lu, Liansheng Wang, Yizhou Yu
arXiv_CV
arXiv_CV
Segmentation
Transfer_Learning
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Classification
Attention
Medical
PDF
2023-01-10
Does image resolution impact chest X-ray based fine-grained Tuberculosis-consistent lesion segmentation?
Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer Antani
arXiv_CV
arXiv_CV
Segmentation
Sparse
Pose
Deep_Learning
Medical
PDF
2023-01-10
Language Models sounds the Death Knell of Knowledge Graphs
Kunal Suri, Atul Singh, Prakhar Mishra, Swapna Sourav Rout, Rajesh Sabapathy
arXiv_AI
arXiv_AI
Recognition
Bert
Knowledge
Knowledge_Graph
Self-Supervised
Ontology
Action
Deep_Learning
Relation
Medical
Language_Model
PDF
2023-01-09
FedDebug: Systematic Debugging for Federated Learning Applications
Waris Gill, Ali Anwar, Muhammad Ali Gulzar
arXiv_CV
arXiv_CV
Pose
Medical
PDF
2023-01-09
Advances in Medical Image Analysis with Vision Transformers: A Comprehensive Review
Reza Azad, Amirhossein Kazerouni, Moein Heidari, Ehsan Khodapanah Aghdam, Amirali Molaei, Yiwei Jia, Abin Jose, Rijo Roy, Dorit Merhof
arXiv_CV
arXiv_CV
Transformer
Segmentation
Review
Pose
Classification
Detection
Relation
Medical
CNN
PDF
2023-01-09
The state-of-the-art 3D anisotropic intracranial hemorrhage segmentation on non-contrast head CT: The INSTANCE challenge
Xiangyu Li, Gongning Luo, Kuanquan Wang, Hongyu Wang, Shuo Li, Jun Liu, Xinjie Liang, Jie Jiang, Zhenghao Song, Chunyue Zheng, Haokai Chi, Mingwang Xu, Yingte He, Xinghua Ma, Jingwen Guo, Yifan Liu, Chuanpu Li, Zeli Chen, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Antoine P. Sanner, Anirban Mukhopadhyay, Ahmed E. Othman, Xingyu Zhao, Weiping Liu, Jinhuang Zhang, Xiangyuan Ma, Qinghui Liu, Bradley J MacIntosh, Wei Liang, Moona Mazher, Abdul Qayyum, Valeriia Abramova, Xavier Lladó
arXiv_CV
arXiv_CV
Segmentation
3D
Knowledge
Pose
Face
Medical
PDF
2023-01-08
Semantic rule Web-based Diagnosis and Treatment of Vector-Borne Diseases using SWRL rules
Ritesh Chandra, Sadhana Tiwari, Sonali Agarwal, Navjot Singh
arXiv_AI
arXiv_AI
Recognition
OCR
Optical_Character
Pose
Ontology
Action
Medical
PDF
2023-01-08
Traditional Readability Formulas Compared for English
Bruce W. Lee, Jason Hyung-Jong Lee
arXiv_CL
arXiv_CL
Medical
PDF
2023-01-06
Designing an Improved Deep Learning-based Model for COVID-19 Recognition in Chest X-ray Images: A Knowledge Distillation Approach
AmirReza BabaAhmadi, Sahar Khalafi, Masoud ShariatPanahi, Moosa Ayati
arXiv_CV
arXiv_CV
Recognition
Knowledge
Pose
Action
Deep_Learning
Medical
PDF
2023-01-06
Deep Learning For Classification Of Chest X-Ray Images
Benbakreti Samir, Said Mwanahija, Benbakreti Soumia, Umut Özkaya
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Attention
Medical
PDF
2023-01-06
Deep-learning models in medical image analysis: Detection of esophagitis from the Kvasir Dataset
Kyoka Yoshiok, Kensuke Tanioka, Satoru Hiwa, Tomoyuki Hiroyasu
arXiv_CV
arXiv_CV
Deep_Learning
Detection
Medical
CNN
PDF
2023-01-06
A survey on Organoid Image Analysis Platforms
Alireza Ranjbaran, Azadeh Nazemi
arXiv_CV
arXiv_CV
Review
Face
Survey
GAN
Medical
PDF
2023-01-05
DANLIP: Deep Autoregressive Networks for Locally Interpretable Probabilistic Forecasting
Ozan Ozyegen, Juyoung Wang, Mucahit Cevik
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Relation
Medical
Prediction
PDF
2023-01-05
Convolutional XGBoost Model for Brain Tumor Detection
Muyiwa Babayomi, Oluwatosin Atinuke Olagbaju, Abdulrasheed Adedolapo Kadiri
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Detection
Medical
CNN
Image_Classification
PDF
2023-01-05
MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training
Chaoyi Wu, Xiaoman Zhang, Ya Zhang, Yanfeng Wang, Weidi Xie
arXiv_CV
arXiv_CV
Transformer
Embedding
Zero-Shot
Knowledge
Self-Supervised
Pose
Classification
Relation
Medical
PDF
2023-01-05
CRADL: Contrastive Representations for Unsupervised Anomaly Detection and Localization
Carsten T. Lüth, David Zimmerer, Gregor Koehler, Paul F. Jaeger, Fabian Isensee, Jens Petersen, Klaus H. Maier-Hein
arXiv_CV
arXiv_CV
Unsupervised
Contrastive_Learning
Detection
Medical
PDF
2023-01-05
Reprogramming Pretrained Language Models for Protein Sequence Representation Learning
Ria Vinod, Pin-Yu Chen, Payel Das
arXiv_CL
arXiv_CL
Transformer
Embedding
Sparse
Represenation_Learning
Pose
Deep_Learning
Medical
Language_Model
Prediction
PDF
2023-01-05
Semantic match: Debugging feature attribution methods in XAI for healthcare
Giovanni Cinà, Tabea E. Röber, Rob Goedhart, Ş. İlker Birbil
arXiv_AI
arXiv_AI
Medical
PDF
2023-01-05
Deep Learning for Breast MRI Style Transfer with Limited Training Data
Shixing Cao, Nicholas Konz, James Duncan, Maciej A. Mazurowski
arXiv_CV
arXiv_CV
Style_Transfer
Optimization
Pose
Classification
Deep_Learning
Detection
Object_Detection
Medical
PDF
2023-01-05
MS-DINO: Efficient Distributed Training of Vision Transformer Foundation Model in Medical Domain through Masked Sampling
Sangjoon Park, Ik-Jae Lee, Jun Won Kim, Jong Chul Ye
arXiv_AI
arXiv_AI
Transformer
Self-Supervised
Pose
Deep_Learning
Medical
PDF
2023-01-04
An Ensemble Mobile-Cloud Computing Method for Affordable and Accurate Glucometer Readout
Navidreza Asadi, Maziar Goudarzi
arXiv_CV
arXiv_CV
Knowledge
Pose
Deep_Learning
Medical
Prediction
PDF
2023-01-04
Iterated Decomposition: Improving Science Q&A by Supervising Reasoning Processes
Justin Reppert, Ben Rachbach, Charlie George, Luke Stebbing Jungwon Byun, Maggie Appleton, Andreas Stuhlmüller
arXiv_AI
arXiv_AI
Medical
Language_Model
QA
PDF
2023-01-04
COVID-Net USPro: An Open-Source Explainable Few-Shot Deep Prototypical Network to Monitor and Detect COVID-19 Infection from Point-of-Care Ultrasound Images
Jessy Song, Ashkan Ebadi, Adrian Florea, Pengcheng Xi, Stéphane Tremblay, Alexander Wong
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Few-Shot
Medical
PDF
2023-01-04
On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Representations
Wenlong Deng, Yuan Zhong, Qi Dou, Xiaoxiao Li
arXiv_CV
arXiv_CV
Represenation_Learning
Knowledge
Pose
Classification
Attention
Medical
Image_Classification
PDF
2023-01-04
Biomedical Image Reconstruction: A Survey
Samuel Cahyawijaya
arXiv_CV
arXiv_CV
Reconstruction
Knowledge
Survey
Deep_Learning
Medical
PDF
2023-01-03
Generative appearance replay for continual unsupervised domain adaptation
Boqi Chen, Kevin Thandiackal, Pushpak Pati, Orcun Goksel
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Deep_Learning
GAN
Medical
PDF
2023-01-03
A New Perspective to Boost Vision Transformer for Medical Image Classification
Yuexiang Li, Yawen Huang, Nanjun He, Kai Ma, Yefeng Zheng
arXiv_AI
arXiv_AI
Transformer
Embedding
Represenation_Learning
Self-Supervised
Pose
Classification
Medical
Image_Classification
PDF
2023-01-03
Finding the Most Transferable Tasks for Brain Image Segmentation
Yicong Li, Yang Tan, Jingyun Yang, Yang Li, Xiao-Ping Zhang
arXiv_AI
arXiv_AI
Segmentation
Transfer_Learning
Knowledge
Pose
Medical
PDF
2023-01-02
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection
Jie Liu, Yixiao Zhang, Jie-Neng Chen, Junfei Xiao, Yongyi Lu, Bennett A. Landman, Yixuan Yuan, Alan Yuille, Yucheng Tang, Zongwei Zhou
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Transfer_Learning
Detection
Relation
GAN
Medical
PDF
2023-01-02
PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis
Hong-Yu Zhou, Chixiang Lu, Chaoqi Chen, Sibei Yang, Yizhou Yu
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Segmentation
3D
Restoration
Optimization
Self-Supervised
Pose
Detection
Attention
GAN
Medical
PDF
2023-01-01
Image To Tree with Recursive Prompting
James Batten, Matthew Sinclair, Ben Glocker, Michiel Schaap
arXiv_CV
arXiv_CV
Transformer
Segmentation
3D
Optimization
Pose
Medical
PDF
2023-01-01
EvidenceCap: Towards trustworthy medical image segmentation via evidential identity cap
Ke Zou, Xuedong Yuan, Xiaojing Shen, Yidi Chen, Meng Wang, Rick Siow Mong Goh, Yong Liu, Huazhu Fu
arXiv_CV
arXiv_CV
Segmentation
Pose
Medical
PDF
2023-01-01
Design, Modeling, and Evaluation of Separable Tendon-Driven Robotic Manipulator with Long, Passive, Flexible Proximal Section
Christian DeBuys, Florin C. Ghesu, Jagadeesan Jayender, Reza Langari, Young-Ho Kim
arXiv_RO
arXiv_RO
Tracking
Pose
Medical
PDF
2022-12-31
Identification of lung nodules CT scan using YOLOv5 based on convolution neural network
Haytham Al Ewaidat, Youness El Brag
arXiv_CV
arXiv_CV
Recognition
Pose
Face
Deep_Learning
Detection
Object_Detection
Medical
CNN
Prediction
PDF
2022-12-31
Approaching Peak Ground Truth
Florian Kofler, Johannes Wahle, Ivan Ezhov, Sophia Wagner, Rami Al-Maskari, Emilia Gryska, Mihail Todorov, Christina Bukas, Felix Meissen, Tingying Peng, Ali Ertürk, Daniel Rueckert, Rolf Heckemann, Jan Kirschke, Claus Zimmer, Benedikt Wiestler, Bjoern Menze, Marie Piraud
arXiv_AI
arXiv_AI
Review
Pose
Quantitative
Medical
Prediction
PDF
2022-12-31
Hair and Scalp Disease Detection using Machine Learning and Image Processing
Mrinmoy Roy, Anica Tasnim Protity
arXiv_CV
arXiv_CV
Enhancement
Deep_Learning
Detection
Denoising
Medical
CNN
PDF
2022-12-30
ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on Simplified Radiology Reports
Katharina Jeblick, Balthasar Schachtner, Jakob Dexl, Andreas Mittermeier, Anna Theresa Stüber, Johanna Topalis, Tobias Weber, Philipp Wesp, Bastian Sabel, Jens Ricke, Michael Ingrisch
arXiv_CL
arXiv_CL
Attention
Medical
Language_Model
PDF
2022-12-30
Informing selection of performance metrics for medical image segmentation evaluation using configurable synthetic errors
Shuyue Guan, Ravi K. Samala, Weijie Chen
arXiv_CV
arXiv_CV
Segmentation
Contour
Medical
PDF
2022-12-30
A Comparison Study of Deep CNN Architecture in Detecting of Pneumonia
Al Mohidur Rahman Porag, Md. Mahedi Hasan, Dr. Md Taimur Ahad
arXiv_CV
arXiv_CV
Pose
Action
Deep_Learning
Detection
Medical
CNN
PDF
2022-12-30
Delving into Semantic Scale Imbalance
Yanbiao Ma, Licheng Jiao, Fang Liu, Yuxin Li, Shuyuan Yang, Xu Liu
arXiv_AI
arXiv_AI
Pose
Quantitative
Classification
Medical
PDF
2022-12-29
MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery
Duowen Chen, Yunhao Bai, Wei Shen, Qingli Li, Lequan Yu, Yan Wang
arXiv_CV
arXiv_CV
Segmentation
Pose
GAN
Medical
PDF
2022-12-29
3D Masked Modelling Advances Lesion Classification in Axial T2w Prostate MRI
Alvaro Fernandez-Quilez, Christoffer Gabrielsen Andersen, Trygve Eftestøl, Svein Reidar Kjosavik, Ketil Oppedal
arXiv_CV
arXiv_CV
Transformer
3D
Self-Supervised
Classification
Deep_Learning
Medical
CNN
PDF
2022-12-29
Maximizing Use-Case Specificity through Precision Model Tuning
Pranjali Awasthi, David Recio-Mitter, Yosuke Kyle Sugi
arXiv_CL
arXiv_CL
Transformer
Medical
Language_Model
Prediction
PDF
2022-12-29
Current State of Community-Driven Radiological AI Deployment in Medical Imaging
Vikash Gupta, Barbaros Selnur Erdal, Carolina Ramirez, Ralf Floca, Laurence Jackson, Brad Genereaux, Sidney Bryson, Christopher P Bridge, Jens Kleesiek, Felix Nensa, Rickmer Braren, Khaled Younis, Tobias Penzkofer, Andreas Michael Bucher, Ming Melvin Qin, Gigon Bae, M. Jorge Cardoso, Sebastien Ourselin, Eric Kerfoot, Rahul Choudhury, Richard D. White, Tessa Cook, David Bericat, Matthew Lungren, Risto Haukioja, Haris Shuaib
arXiv_AI
arXiv_AI
Pose
Medical
PDF
2022-12-28
A Segmentation Method for fluorescence images without a machine learning approach
Giuseppe Giacopelli, Michele Migliore, Domenico Tegolo
arXiv_AI
arXiv_AI
Segmentation
Quantitative
Medical
PDF
2022-12-28
Swin MAE: Masked Autoencoders for Small Datasets
Zi'an Xu, Yin Dai, Fayu Liu, Weibing Chen, Yue Liu, Lifu Shi, Sheng Liu, Yuhang Zhou
arXiv_AI
arXiv_AI
Transformer
Unsupervised
Transfer_Learning
Pose
Deep_Learning
Medical
PDF
2022-12-28
Explainable and Lightweight Model for COVID-19 Detection Using Chest Radiology Images
Suba S, Nita Parekh
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Detection
Attention
Medical
CNN
Prediction
PDF
2022-12-27
DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation
Reza Azad, René Arimond, Ehsan Khodapanah Aghdam, Amirhosein Kazerouni, Dorit Merhof
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Relation
Attention
GAN
Medical
PDF
2022-12-27
NEEDED: Introducing Hierarchical Transformer to Eye Diseases Diagnosis
Xu Ye, Meng Xiao, Zhiyuan Ning, Weiwei Dai, Wenjuan Cui, Yi Du, Yuanchun Zhou
arXiv_CL
arXiv_CL
Transformer
Pose
Classification
Attention
Medical
PDF
2022-12-26
Large Language Models Encode Clinical Knowledge
Karan Singhal, Shekoofeh Azizi, Tao Tu, S. Sara Mahdavi, Jason Wei, Hyung Won Chung, Nathan Scales, Ajay Tanwani, Heather Cole-Lewis, Stephen Pfohl, Perry Payne, Martin Seneviratne, Paul Gamble, Chris Kelly, Nathaneal Scharli, Aakanksha Chowdhery, Philip Mansfield, Blaise Aguera y Arcas, Dale Webster, Greg S. Corrado, Yossi Matias, Katherine Chou, Juraj Gottweis, Nenad Tomasev, Yun Liu, Alvin Rajkomar, Joelle Barral, Christopher Semturs, Alan Karthikesalingam, Vivek Natarajan
arXiv_CL
arXiv_CL
Knowledge
Pose
Medical
Language_Model
Prediction
QA
PDF
2022-12-26
Transformer and GAN Based Super-Resolution Reconstruction Network for Medical Images
Weizhi Du, Harvery Tian
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Super_Resolution
Adversarial
Pose
Deep_Learning
GAN
Medical
Matching
PDF
2022-12-26
Kidney and Kidney Tumour Segmentation in CT Images
Qi Ming How, Hoi Leong Lee
arXiv_AI
arXiv_AI
Segmentation
3D
Pose
Medical
CNN
PDF
2022-12-26
Development of an automatic 3D human head scanning-printing system
Longyu Zhang, Bote Han, Haiwei Dong, Abdulmotaleb El Saddik
arXiv_RO
arXiv_RO
3D
Pose
Medical
PDF
2022-12-25
Explainable AI for Bioinformatics: Methods, Tools, and Applications
Md. Rezaul Karim, Tanhim Islam, Oya Beyan, Christoph Lange, Michael Cochez, Dietrich Rebholz-Schuhmann, Stefan Decker
arXiv_AI
arXiv_AI
Medical
Prediction
PDF
2022-12-25
Exploiting the Generative Adversarial Network Approach to Create a Synthetic Topography Corneal Image
Samer Kais Jameel, Sezgin Aydin, Nebras H. Ghaeb, Jafar Majidpour, Tarik A. Rashid, Sinan Q. Salih, P. S. JosephNg
arXiv_CV
arXiv_CV
Image_Generation
Adversarial
Deep_Learning
GAN
Medical
PDF
2022-12-24
A Marker-based Neural Network System for Extracting Social Determinants of Health
Xingmeng Zhao, Anthony Rios
arXiv_CL
arXiv_CL
Tracking
Recognition
Text_Classification
Knowledge
Action
Classification
Relation
Medical
PDF
2022-12-24
A Comprehensive Study of Gender Bias in Chemical Named Entity Recognition Models
Xingmeng Zhao, Ali Niazi, Anthony Rios
arXiv_CL
arXiv_CL
Recognition
Action
Medical
PDF
2022-12-24
Agent-based Modeling and Simulation of Human Muscle For Development of Software to Analyze the Human Gait
Sina Saadati, Mohammadreza Razzazi
arXiv_AI
arXiv_AI
Optimization
Medical
PDF
2022-12-24
LMFLOSS: A Hybrid Loss For Imbalanced Medical Image Classification
Abu Adnan Sadi, Labib Chowdhury, Nursrat Jahan, Mohammad Newaz Sharif Rafi, Radeya Chowdhury, Faisal Ahamed Khan, Nabeel Mohammed
arXiv_AI
arXiv_AI
Pose
Classification
Medical
Image_Classification
PDF
2022-12-23
Image Classification with Small Datasets: Overview and Benchmark
L. Brigato, B. Barz, L. Iocchi, J. Denzler
arXiv_AI
arXiv_AI
Pose
Classification
GAN
Medical
Image_Classification
PDF
2022-12-23
Collective Intelligent Strategy for Improved Segmentation of COVID-19 from CT
Surochita Pal Das, Sushmita Mitra, B. Uma Shankar
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Detection
Attention
Medical
PDF
2022-12-22
Word Embedding Neural Networks to Advance Knee Osteoarthritis Research
Soheyla Amirian, Husam Ghazaleh, Mehdi Assefi, Hilal Maradit Kremers, Hamid R. Arabnia, Johannes F. Plate, Ahmad P. Tafti
arXiv_AI
arXiv_AI
Embedding
Knowledge
Action
Medical
Autonomous
PDF
2022-12-21
Joint Embedding of 2D and 3D Networks for Medical Image Anomaly Detection
Inha Kang, Jinah Park
arXiv_CV
arXiv_CV
Segmentation
Embedding
3D
Self-Supervised
Pose
Classification
Detection
Medical
PDF
2022-12-21
TMS-Net: A Segmentation Network Coupled With A Run-time Quality Control Method For Robust Cardiac Image Segmentation
Fatmatulzehra Uslu, Anil A. Bharath
arXiv_CV
arXiv_CV
Segmentation
3D
Pose
Classification
Medical
PDF
2022-12-21
DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation
Feilong Tang, Qiming Huang, Jinfeng Wang, Xianxu Hou, Jionglong Su, Jingxin Liu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Medical
PDF
2022-12-21
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction?
Jiashu Xu, Mingyu Derek Ma, Muhao Chen
arXiv_CL
arXiv_CL
Knowledge
Action
Classification
Relation
Relation_Extraction
Medical
Inference
Prediction
PDF
2022-12-21
UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering
Chenlu Zhan, Peng Peng, Hongsen Wang, Tao Chen, Hongwei Wang
arXiv_AI
arXiv_AI
Transformer
Represenation_Learning
Adversarial
Pose
VQA
Few-Shot
Medical
QA
PDF
2022-12-21
Investigation of Network Architecture for Multimodal Head-and-Neck Tumor Segmentation
Ye Li, Junyu Chen, Se-in Jang, Kuang Gong, Quanzheng Li
arXiv_CV
arXiv_CV
Transformer
Segmentation
3D
Classification
Medical
PDF
2022-12-21
Integrating Heterogeneous Domain Information into Relation Extraction: A Case Study on Drug-Drug Interaction Extraction
Masaki Asada
arXiv_CL
arXiv_CL
Embedding
Represenation_Learning
Knowledge
Knowledge_Graph
Pose
Action
Relation
Relation_Extraction
Attention
Medical
Prediction
PDF
2022-12-20
Local Differential Privacy Image Generation Using Flow-based Deep Generative Models
Hisaichi Shibata, Shouhei Hanaoka, Yang Cao, Masatoshi Yoshikawa, Tomomi Takenaga, Yukihiro Nomura, Naoto Hayashi, Osamu Abe
arXiv_CV
arXiv_CV
Pose
Relation
Medical
PDF
2022-12-20
There's Plenty of Room Right Here: Biological Systems as Evolved, Overloaded, Multi-scale Machines
Joshua Bongard, Michael Levin
arXiv_AI
arXiv_AI
Review
Pose
Medical
Prediction
PDF
2022-12-20
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments
Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong
arXiv_AI
arXiv_AI
Pose
Face
Classification
Deep_Learning
Detection
Attention
Medical
Inference
PDF
2022-12-20
UNO-QA: An Unsupervised Anomaly-Aware Framework with Test-Time Clustering for OCTA Image Quality Assessment
Juntao Chen, Li Lin, Pujin Cheng, Yijin Huang, Xiaoying Tang
arXiv_CV
arXiv_CV
Embedding
Unsupervised
Pose
Medical
QA
PDF
2022-12-20
Scheduling with Predictions
Woo-Hyung Cho, Shane Henderson, David Shmoys
arXiv_AI
arXiv_AI
Review
Pose
Face
Medical
Prediction
PDF
2022-12-20
Localising In-Domain Adaptation of Transformer-Based Biomedical Language Models
Tommaso Mario Buonocore (1), Claudio Crema (2), Enea Parimbelli (1), Alberto Redolfi (2), Riccardo Bellazzi (1) ((1) Dept. of Electrical, Computer and Biomedical Engineering, University of Pavia, (2) Laboratory of Neuroinformatics, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli)
arXiv_AI
arXiv_AI
Transformer
Medical
Language_Model
PDF
2022-12-20
End to End Generative Meta Curriculum Learning For Medical Data Augmentation
Meng Li, Brian Lovell
arXiv_CV
arXiv_CV
Adversarial
Classification
GAN
Medical
PDF
2022-12-20
Towards Practical Verification of Machine Learning: The Case of Computer Vision Systems
Kexin Pei, Linjie Zhu, Yinzhi Cao, Junfeng Yang, Carl Vondrick, Suman Jana
arXiv_CV
arXiv_CV
Pose
Medical
Autonomous
PDF
2022-12-20
Conditioned Generative Transformers for Histopathology Image Synthetic Augmentation
Meng Li, Chaoyi Li, Can Peng, Brian Lovell
arXiv_CV
arXiv_CV
Transformer
Adversarial
Pose
Classification
Deep_Learning
GAN
Medical
PDF
2022-12-19
Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature
Daniel N. Sosa, Malavika Suresh, Christopher Potts, Russ B. Altman
arXiv_CL
arXiv_CL
Medical
Inference
PDF
2022-12-19
Leukemia detection based on microscopic blood smear images using deep learning
Abdelmageed Ahmed, Alaa Nagy, Ahmed Kamal, Daila Farghl
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Detection
Medical
PDF
2022-12-19
Reasoning with Language Model Prompting: A Survey
Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao, Shumin Deng, Chuanqi Tan, Fei Huang, Huajun Chen
arXiv_AI
arXiv_AI
Survey
Medical
Language_Model
PDF
2022-12-19
An Efficient Drug-Drug Interactions Prediction Technology for Molecularly Intelligent Manufacturing
Peng Gao, Feng Gao, Jian-Cheng Ni, Hamido Fujita
arXiv_CL
arXiv_CL
Knowledge
Action
Medical
Prediction
QA
PDF
2022-12-19
COVID-19 Detection Based on Self-Supervised Transfer Learning Using Chest X-Ray Images
Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
arXiv_CV
arXiv_CV
Transfer_Learning
Represenation_Learning
Knowledge
Self-Supervised
Pose
Quantitative
Detection
Medical
PDF
2022-12-19
Focal-UNet: UNet-like Focal Modulation for Medical Image Segmentation
MohammadReza Naderi, MohammadHossein Givkashi, Fatemeh Piri, Nader Karimi, Shadrokh Samavi
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Medical
PDF
2022-12-19
Real-Time Deformable-Contact-Aware Model Predictive Control for Force-Modulated Manipulation
Lasitha Wijayarathne, Ziyi Zhou, Ye Zhao, Frank L. Hammond III
arXiv_RO
arXiv_RO
Tracking
Optimization
Pose
Action
Medical
PDF
2022-12-19
Segmentation Ability Map: Interpret deep features for medical image segmentation
Sheng He, Yanfang Feng, P. Ellen Grant, Yangming Ou
arXiv_CV
arXiv_CV
Segmentation
Pose
Medical
CNN
PDF
2022-12-18
Medical Diagnosis with Large Scale Multimodal Transformers -- Leveraging Diverse Data for More Accurate Diagnosis
Firas Khader, Gustav Mueller-Franzes, Tianci Wang, Tianyu Han, Soroosh Tayebi Arasteh, Christoph Haarburger, Johannes Stegmaier, Keno Bressem, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn
arXiv_AI
arXiv_AI
Transformer
Action
Deep_Learning
Medical
PDF
2022-12-18
MeSH Suggester: A Library and System for MeSH Term Suggestion for Systematic Review Boolean Query Construction
Shuai Wang, Hang Li, Guido Zuccon
arXiv_AI
arXiv_AI
Review
Medical
PDF
2022-12-18
Neural Rankers for Effective Screening Prioritisation in Medical Systematic Review Literature Search
Shuai Wang, Harrisen Scells, Bevan Koopman, Guido Zuccon
arXiv_AI
arXiv_AI
Bert
Review
Medical
Language_Model
PDF
2022-12-17
Context-dependent Explainability and Contestability for Trustworthy Medical Artificial Intelligence: Misclassification Identification of Morbidity Recognition Models in Preterm Infants
Isil Guzey, Ozlem Ucar, Nukhet Aladag Ciftdemir, Betul Acunas
arXiv_AI
arXiv_AI
Recognition
Pose
Action
Classification
Medical
Recommendation
PDF
2022-12-17
Shape Aware Automatic Region-of-Interest Subdivisions
Timothy L. Kline
arXiv_CV
arXiv_CV
Face
Medical
PDF
2022-12-17
Annotation by Clicks: A Point-Supervised Contrastive Variance Method for Medical Semantic Segmentation
Qing En, Yuhong Guo
arXiv_AI
arXiv_AI
Segmentation
Semantic_Segmentation
Weakly_Supervised
Pose
GAN
Medical
Prediction
PDF
2022-12-16
It is not 'accuracy vs. explainability' -- we need both for trustworthy AI systems
D. Petkovic
arXiv_AI
arXiv_AI
Recognition
Face
Deep_Learning
Face_Recognition
Medical
Recommendation
PDF
2022-12-16
Biomedical image analysis competitions: The state of current participation practice
Matthias Eisenmann, Annika Reinke, Vivienn Weru, Minu Dietlinde Tizabi, Fabian Isensee, Tim J. Adler, Patrick Godau, Veronika Cheplygina, Michal Kozubek, Sharib Ali, Anubha Gupta, Jan Kybic, Alison Noble, Carlos Ortiz de Solórzano, Samiksha Pachade, Caroline Petitjean, Daniel Sage, Donglai Wei, Elizabeth Wilden, Deepak Alapatt, Vincent Andrearczyk, Ujjwal Baid, Spyridon Bakas, Niranjan Balu, Sophia Bano, Vivek Singh Bawa, Jorge Bernal, Sebastian Bodenstedt, Alessandro Casella, Jinwook Choi, Olivier Commowick, Marie Daum, Adrien Depeursinge, Reuben Dorent, Jan Egger, Hannah Eichhorn, Sandy Engelhardt, Melanie Ganz, Gabriel Girard, Lasse Hansen, Mattias Heinrich, Nicholas Heller, Alessa Hering, Arnaud Huaulmé, Hyunjeong Kim, Bennett Landman, Hongwei Bran Li, Jianning Li, Jun Ma, Anne Martel, et al. (305 additional authors not shown)
arXiv_CV
arXiv_CV
3D
Knowledge
Pose
Face
Survey
Deep_Learning
Medical
PDF
2022-12-16
SADM: Sequence-Aware Diffusion Model for Longitudinal Medical Image Generation
Jee Seok Yoon, Chenghao Zhang, Heung-Il Suk, Jia Guo, Xiaoxiao Li
arXiv_AI
arXiv_AI
Transformer
3D
Knowledge
Pose
GAN
Medical
Inference
PDF
2022-12-16
LegalRelectra: Mixed-domain Language Modeling for Long-range Legal Text Comprehension
Wenyue Hua, Yuchen Zhang, Zhe Chen, Josie Li, Melanie Weber
arXiv_CL
arXiv_CL
Bert
Pose
Medical
Language_Model
PDF
2022-12-15
On Evaluating Adversarial Robustness of Chest X-ray Classification: Pitfalls and Best Practices
Salah Ghamizi, Maxime Cordy, Michail Papadakis, Yves Le Traon
arXiv_CV
arXiv_CV
Review
Adversarial
Classification
Medical
PDF
2022-12-15
The Effects of In-domain Corpus Size on pre-training BERT
Chris Sanchez, Zheyuan Zhang
arXiv_CL
arXiv_CL
Transformer
Bert
Medical
Language_Model
PDF
2022-12-15
Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation
Loic Themyr, Clement Rambour, Nicolas Thome, Toby Collins, Alexandre Hostettler
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Recognition
3D
Action
Attention
Medical
PDF
2022-12-15
Localizing Scan Targets from Human Pose for Autonomous Lung Ultrasound Imaging
Jianzhi Long, Jicang Cai, Abdullah Al-Battal, Shiwei Jin, Jing Zhang, Dacheng Tao, Truong Nguyen
arXiv_CV
arXiv_CV
3D
Pose_Estimation
Pose
Medical
Autonomous
PDF
2022-12-14
Diffusion Probabilistic Models beat GANs on Medical Images
Gustav Müller-Franzes, Jan Moritz Niehues, Firas Khader, Soroosh Tayebi Arasteh, Christoph Haarburger, Christiane Kuhl, Tianci Wang, Tianyu Han, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn
arXiv_CV
arXiv_CV
Adversarial
Pose
Deep_Learning
Denoising
GAN
Medical
PDF
2022-12-14
Counterfactual Explanations for Support Vector Machine Models
Sebastian Salazar, Samuel Denton, Ansaf Salleb-Aouissi
arXiv_AI
arXiv_AI
Optimization
Sparse
Pose
Action
Relation
Medical
Prediction
PDF
2022-12-14
M-GenSeg: Domain Adaptation For Target Modality Tumor Segmentation With Annotation-Efficient Supervision
Malo Alefsen de Boisredon d'Assier, Eugene Vorontsov, Samuel Kadoury
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Pose
Medical
PDF
2022-12-14
Population Template-Based Brain Graph Augmentation for Improving One-Shot Learning Classification
Oben Özgür, Arwa Rekik, Islem Rekik
arXiv_AI
arXiv_AI
Adversarial
Pose
Classification
Deep_Learning
GAN
Medical
PDF
2022-12-14
A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications
Tara M. Pattilachan, Ugur Demir, Elif Keles, Debesh Jha, Derk Klatte, Megan Engels, Sanne Hoogenboom, Candice Bolan, Michael Wallace, Ulas Bagci
arXiv_CV
arXiv_CV
Classification
Medical
Prediction
PDF
2022-12-14
Significantly improving zero-shot X-ray pathology classification via fine-tuning pre-trained image-text encoders
Jongseong Jang, Daeun Kyung, Seung Hwan Kim, Honglak Lee, Kyunghoon Bae, Edward Choi
arXiv_CV
arXiv_CV
Zero-Shot
Pose
Contrastive_Learning
Classification
Medical
PDF
2022-12-13
Foresight -- Deep Generative Modelling of Patient Timelines using Electronic Health Records
Zeljko Kraljevic, Dan Bean, Anthony Shek, Rebecca Bendayan, Joshua Au Yeung, Alexander Deng, Alfie Baston, Jack Ross, Esther Idowu, James T Teo, Richard J Dobson
arXiv_AI
arXiv_AI
Pose
Medical
Prediction
PDF
2022-12-13
Adversarial Attacks and Defences for Skin Cancer Classification
Vinay Jogani, Joy Purohit, Ishaan Shivhare, Samina Attari, Shraddha Surtkar
arXiv_CV
arXiv_CV
Segmentation
Adversarial
Classification
Detection
Medical
CNN
Image_Classification
Recommendation
PDF
2022-12-13
TIER: Text-Image Entropy Regularization for CLIP-style models
Anil Palepu, Andrew L. Beam
arXiv_CV
arXiv_CV
Embedding
Zero-Shot
Regularization
Self-Supervised
Pose
Quantitative
Medical
PDF
2022-12-13
Solving Sample-Level Out-of-Distribution Detection on 3D Medical Images
Daria Frolova, Anton Vasiliuk, Mikhail Belyaev, Boris Shirokikh
arXiv_CV
arXiv_CV
Embedding
3D
Knowledge
Pose
Deep_Learning
Detection
Medical
PDF
2022-12-13
Visual Analytics for Early Detection of Retinal Diseases
Martin Röhlig, Oliver Stachs, Heidrun Schumann
arXiv_CV
arXiv_CV
Detection
Medical
PDF
2022-12-13
Robust Split Federated Learning for U-shaped Medical Image Networks
Ziyuan Yang, Yingyu Chen, Huijie Huangfu, Maosong Ran, Hui Wang, Xiaoxiao Li, Yi Zhang
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Restoration
Pose
Attention
Medical
PDF
2022-12-12
Efficient Bayesian Uncertainty Estimation for nnU-Net
Yidong Zhao, Changchun Yang, Artur Schweidtmann, Qian Tao
arXiv_CV
arXiv_CV
Segmentation
Pose
Medical
PDF
2022-12-12
CTT-Net: A Multi-view Cross-token Transformer for Cataract Postoperative Visual Acuity Prediction
Jinhong Wang, Jingwen Wang, Tingting Chen, Wenhao Zheng, Zhe Xu, Xingdi Wu, Wen Xu, Haochao Ying, Danny Chen, Jian Wu
arXiv_CV
arXiv_CV
Transformer
Knowledge
Pose
Face
Classification
Deep_Learning
Relation
Attention
Medical
Prediction
PDF
2022-12-12
Nervus: A Comprehensive Deep Learning Classification, Regression, and Prognostication Tool for both Medical Image and Clinical Data Analysis
Toshimasa Matsumoto, Shannon L Walston, Yukio Miki, Daiju Ueda
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Medical
PDF
2022-12-12
Masked autoencoders is an effective solution to transformer data-hungry
Jiawei Mao, Honggu Zhou, Xuesong Yin, Yuanqi Chang. Binling Nie. Rui Xu
arXiv_CV
arXiv_CV
Transformer
Contrastive_Learning
Medical
CNN
Prediction
PDF
2022-12-11
Using Multiple Instance Learning to Build Multimodal Representations
Peiqi Wang, William M. Wells, Seth Berkowitz, Steven Horng, Polina Golland
arXiv_CV
arXiv_CV
Represenation_Learning
Pose
Contrastive_Learning
Classification
Medical
Image_Classification
PDF
2022-12-11
Predicting article quality scores with machine learning: The UK Research Excellence Framework
Mike Thelwall, Kayvan Kousha, Mahshid Abdoli, Emma Stuart, Meiko Makita, Paul Wilson, Jonathan Levitt, Petr Knoth, Matteo Cancellieri
arXiv_AI
arXiv_AI
Review
Quantitative
Medical
Prediction
Matching
PDF
2022-12-10
Analysis of Explainable Artificial Intelligence Methods on Medical Image Classification
Vinay Jogani, Joy Purohit, Ishaan Shivhare, Seema C Shrawne
arXiv_AI
arXiv_AI
Classification
Deep_Learning
Medical
CNN
Image_Classification
Prediction
PDF
2022-12-09
HieNet: Bidirectional Hierarchy Framework for Automated ICD Coding
Shi Wang, Daniel Tang, Luchen Zhang, Huilin Li, Ding Han
arXiv_AI
arXiv_AI
Pose
Classification
Relation
Medical
Prediction
PDF
2022-12-09
The RPM3D project: 3D Kinematics for Remote Patient Monitoring
Alicia Fornés, Asma Bensalah, Cristina Carmona-Duarte, Jialuo Chen, Miguel A. Ferrer, Andreas Fischer, Josep Lladós, Cristina Martín, Eloy Opisso, Réjean Plamondon, Anna Scius-Bertrand, Josep Maria Tormos
arXiv_AI
arXiv_AI
3D
Medical
PDF
2022-12-09
Noise2Contrast: Multi-Contrast Fusion Enables Self-Supervised Tomographic Image Denoising
Fabian Wagner, Mareike Thies, Laura Pfaff, Noah Maul, Sabrina Pechmann, Mingxuan Gu, Jonas Utz, Oliver Aust, Daniela Weidner, Georgiana Neag, Stefan Uderhardt, Jang-Hwan Choi, Andreas Maier
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Quantitative
Denoising
Medical
PDF
2022-12-09
CEPHA29: Automatic Cephalometric Landmark Detection Challenge 2023
Muhammad Anwaar Khalid, Kanwal Zulfiqar, Ulfat Bashir, Areeba Shaheen, Rida Iqbal, Zarnab Rizwan, Ghina Rizwan, Muhammad Moazam Fraz
arXiv_CV
arXiv_CV
Quantitative
Classification
Detection
GAN
Medical
PDF
2022-12-09
MED-SE: Medical Entity Definition-based Sentence Embedding
Hyeonbin Hwang, Haanju Yoo, Yera Choi
arXiv_AI
arXiv_AI
Embedding
Unsupervised
Pose
Contrastive_Learning
Medical
PDF
2022-12-09
An Attention-based Multi-Scale Feature Learning Network for Multimodal Medical Image Fusion
Meng Zhou, Xiaolan Xu, Yuxuan Zhang
arXiv_CV
arXiv_CV
Pose
Attention
Medical
PDF
2022-12-09
UNet Based Pipeline for Lung Segmentation from Chest X-Ray Images
Shashank Shekhar, Ritika Nandi, H Srikanth Kamath
arXiv_CV
arXiv_CV
Segmentation
Medical
PDF
2022-12-08
3D Inception-Based TransMorph: Pre- and Post-operative Multi-contrast MRI Registration in Brain Tumors
Javid Abderezaei, Aymeric Pionteck, Agamdeep Chopra, Mehmet Kurt
arXiv_CV
arXiv_CV
3D
Pose
Medical
PDF
2022-12-08
UNETR++: Delving into Efficient and Accurate 3D Medical Image Segmentation
Abdelrahman Shaker, Muhammad Maaz, Hanoona Rasheed, Salman Khan, Ming-Hsuan Yang, Fahad Shahbaz Khan
arXiv_CV
arXiv_CV
Transformer
Segmentation
3D
Pose
Attention
Medical
CNN
PDF
2022-12-08
Generating and Weighting Semantically Consistent Sample Pairs for Ultrasound Contrastive Learning
Yixiong Chen, Chunhui Zhang, Chris H. Q. Ding, Li Liu
arXiv_CV
arXiv_CV
Image_Caption
Transformer
Segmentation
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
Medical
PDF
2022-12-07
Few-shot Medical Image Segmentation with Cycle-resemblance Attention
Hao Ding, Changchang Sun, Hao Tang, Dawen Cai, Yan Yan
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Self-Supervised
Pose
Relation
Few-Shot
Attention
Medical
PDF
2022-12-07
Analysis of Drug repurposing Knowledge graphs for Covid-19
Ajay Kumar Gogineni
arXiv_AI
arXiv_AI
Embedding
Knowledge
Knowledge_Graph
Pose
Relation
Attention
Medical
Prediction
Recommendation
PDF
2022-12-07
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks
Zhongwei Wan, Yichun Yin, Wei Zhang, Jiaxin Shi, Lifeng Shang, Guangyong Chen, Xin Jiang, Qun Liu
arXiv_CL
arXiv_CL
Transformer
Text_Classification
Knowledge
Review
Pose
Classification
GAN
Medical
Language_Model
QA
PDF
2022-12-07
MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy
Gihun Lee, Sangmook Kim, Joonkee Kim, Se-Young Yun
arXiv_AI
arXiv_AI
Segmentation
Weakly_Supervised
Pose
Deep_Learning
Medical
Inference
PDF
2022-12-06
Domain Translation via Latent Space Mapping
Tsiry Mayet, Simon Bernard, Clement Chatelain, Romain Herault
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Facial_Landmark
Pose
Detection
Medical
PDF
2022-12-06
Neural Cell Video Synthesis via Optical-Flow Diffusion
Manuel Serna-Aguilera, Khoa Luu, Nathaniel Harris, Min Zou
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Denoising
Medical
Optical_Flow
PDF
2022-12-06
ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging Data
Yao Su, Zhentian Qian, Lifang He, Xiangnan Kong
arXiv_CV
arXiv_CV
Unsupervised
3D
Pose
Action
Medical
PDF
2022-12-06
MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples
Darryl Hannan (1), Steven C. Nesbit (1), Ximing Wen (1), Glen Smith (1), Qiao Zhang (1), Alberto Goffi (2), Vincent Chan (2), Michael J. Morris (3), John C. Hunninghake (3), Nicholas E. Villalobos (3), Edward Kim (1), Rosina O. Weber (1), Christopher J. MacLellan (4) ((1) Drexel University, (2) University of Toronto, (3) Brooke Army Medical Center, (4) Georgia Institute of Technology)
arXiv_CV
arXiv_CV
3D
Sparse
Knowledge
Pose
Detection
Medical
PDF
2022-12-06
ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image Registration
Yao Su, Xin Dai, Lifang He, Xiangnan Kong
arXiv_CV
arXiv_CV
Memory_Networks
Pose
Medical
PDF
2022-12-06
Giga-SSL: Self-Supervised Learning for Gigapixel Images
Tristan Lazard, Marvin Lerousseau, Etienne Decencière, Thomas Walter
arXiv_CV
arXiv_CV
Transformer
Embedding
Self-Supervised
Pose
Classification
Medical
PDF
2022-12-06
Automated Segmentation of Computed Tomography Images with Submanifold Sparse Convolutional Networks
Saúl Alonso-Monsalve, Leigh H. Whitehead, Adam Aurisano, Lorena Escudero Sanchez
arXiv_CV
arXiv_CV
Segmentation
3D
Sparse
Pose
Quantitative
Medical
CNN
PDF
2022-12-06
A Trustworthy Framework for Medical Image Analysis with Deep Learning
Kai Ma, Siyuan He, Pengcheng Xi, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong
arXiv_CV
arXiv_CV
Transformer
Self-Supervised
Pose
Deep_Learning
Medical
PDF
2022-12-06
Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances
Ajay Jaiswal, Tianlong Chen, Justin F. Rousseau, Yifan Peng, Ying Ding, Zhangyang Wang
arXiv_CV
arXiv_CV
Image_Caption
Pose
Classification
Attention
Medical
Image_Classification
PDF
2022-12-05
A Tractable Inference Algorithm for Diagnosing Multiple Diseases
David Heckerman
arXiv_AI
arXiv_AI
Medical
Inference
PDF
2022-12-05
Impact of Domain-Adapted Multilingual Neural Machine Translation in the Medical Domain
Miguel Rios, Raluca-Maria Chereji, Alina Secara, Dragos Ciobanu
arXiv_CL
arXiv_CL
Knowledge
NMT
Medical
PDF
2022-12-05
LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation
Ziyuan Zhao, Fangcheng Zhou, Kaixin Xu, Zeng Zeng, Cuntai Guan, S. Kevin Zhou
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Knowledge
Adversarial
Pose
Deep_Learning
Medical
PDF
2022-12-05
Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding
Heng Guo, Jianfeng Zhang, Ke Yan, Le Lu, Minfeng Xu
arXiv_CV
arXiv_CV
Segmentation
Embedding
3D
Pose_Estimation
Pose
Quantitative
Detection
GAN
Medical
Inference
PDF
2022-12-04
Domain Adaptation and Generalization on Functional Medical Images: A Systematic Survey
Gita Sarafraz, Armin Behnamnia, Mehran Hosseinzadeh, Ali Balapour, Amin Meghrazi, Hamid R. Rabiee
arXiv_CV
arXiv_CV
Review
Survey
Attention
Medical
PDF
2022-12-04
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering
Duy M. H. Nguyen, Hoang Nguyen, Mai T. N. Truong, Tri Cao, Binh T. Nguyen, Nhat Ho, Paul Swoboda, Shadi Albarqouni, Pengtao Xie, Daniel Sonntag
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
Unsupervised
3D
Represenation_Learning
Self-Supervised
Pose
Detection
Attention
Medical
Language_Model
Prediction
PDF
2022-12-04
Brain Tumor Synthetic Data Generation with Adaptive StyleGANs
Usama Tariq, Rizwan Qureshi, Anas Zafar, Danyal Aftab, Jia Wu, Tanvir Alam, Zubair Shah, Hazrat Ali
arXiv_CV
arXiv_CV
Transfer_Learning
Adversarial
Pose
Deep_Learning
Attention
GAN
Medical
PDF
2022-12-04
ConfounderGAN: Protecting Image Data Privacy with Causal Confounder
Qi Tian, Kun Kuang, Kelu Jiang, Furui Liu, Zhihua Wang, Fei Wu
arXiv_AI
arXiv_AI
Adversarial
Pose
Classification
Deep_Learning
Relation
GAN
Medical
Image_Classification
PDF
2022-12-03
Active learning using adaptable task-based prioritisation
Shaheer U. Saeed, João Ramalhinho, Mark Pinnock, Ziyi Shen, Yunguan Fu, Nina Montaña-Brown, Ester Bonmati, Dean C. Barratt, Stephen P. Pereira, Brian Davidson, Matthew J. Clarkson, Yipeng Hu
arXiv_CV
arXiv_CV
Segmentation
Reinforcement_Learning
Pose
GAN
Medical
PDF
2022-12-03
A Survey on Medical Document Summarization
Raghav Jain, Anubhav Jangra, Sriparna Saha, Adam Jatowt
arXiv_CL
arXiv_CL
Transformer
Survey
Deep_Learning
Summarization
Medical
PDF
2022-12-03
Intermediate Entity-based Sparse Interpretable Representation Learning
Diego Garcia-Olano, Yasumasa Onoe, Joydeep Ghosh, Byron C. Wallace
arXiv_CL
arXiv_CL
Transformer
Embedding
Zero-Shot
Sparse
Represenation_Learning
Pose
Medical
PDF
2022-12-03
Box2Mask: Box-supervised Instance Segmentation via Level-set Evolution
Wentong Li, Wenyu Liu, Jianke Zhu, Miaomiao Cui, Risheng Yu, Xiansheng Hua, Lei Zhang
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Scene_Text
Relation
Attention
Medical
Prediction
Matching
PDF
2022-12-03
A Domain-specific Perceptual Metric via Contrastive Self-supervised Representation: Applications on Natural and Medical Images
Hongwei Bran Li, Chinmay Prabhakar, Suprosanna Shit, Johannes Paetzold, Tamaz Amiranashvili, Jianguo Zhang, Daniel Rueckert, Juan Eugenio Iglesias, Benedikt Wiestler, Bjoern Menze
arXiv_CV
arXiv_CV
Self-Supervised
Medical
PDF
2022-12-03
Meta Learning for Few-Shot Medical Text Classification
Pankaj Sharma, Imran Qureshi, Minh Tran
arXiv_CL
arXiv_CL
Text_Classification
Classification
Few-Shot
Medical
Language_Model
PDF
2022-12-02
Topic Modeling on Clinical Social Work Notes for Exploring Social Determinants of Health Factors
Shenghuan Sun, Travis Zack, Madhumita Sushil, Atul J. Butte
arXiv_CL
arXiv_CL
Medical
PDF
2022-12-02
Guaranteed Conformance of Neurosymbolic Models to Natural Constraints
Kaustubh Sridhar, Souradeep Dutta, James Weimer, Insup Lee
arXiv_AI
arXiv_AI
Knowledge
Pose
Medical
Drone
Autonomous
PDF
2022-12-02
Investigating certain choices of CNN configurations for brain lesion segmentation
Masoomeh Rahimpour, Ahmed Radwan, Henri Vandermeulen, Stefan Sunaert, Karolien Goffin, Michel Koole
arXiv_CV
arXiv_CV
Segmentation
Quantitative
Deep_Learning
Detection
Medical
PDF
2022-12-02
Relation-aware Language-Graph Transformer for Question Answering
Jinyoung Park, Hyeong Kyu Choi, Juyeon Ko, Hyeonjin Park, Ji-Hoon Kim, Jisu Jeong, Kyungmin Kim, Hyunwoo J. Kim
arXiv_AI
arXiv_AI
Transformer
Embedding
Knowledge
Knowledge_Graph
Pose
Action
Relation
Attention
Medical
Language_Model
QA
PDF
2022-12-02
SimpleMind adds thinking to deep neural networks
Youngwon Choi, M. Wasil Wahi-Anwar, Matthew S. Brown
arXiv_AI
arXiv_AI
Image_Caption
Embedding
Optimization
Knowledge
Pose
Relation
Medical
Prediction
PDF
2022-12-02
Single-shot ToF sensing with sub-mm precision using conventional CMOS sensors
Manuel Ballester, Heming Wang, Jiren Li, Oliver Cossairt, Florian Willomitzer
arXiv_CV
arXiv_CV
Point_Cloud
3D
Face
Detection
Object_Detection
Medical
PDF
2022-12-01
Multi-rater Prism: Learning self-calibrated medical image segmentation from multiple raters
Junde Wu, Huihui Fang, Yehui Yang, Yuanpei Liu, Jing Gao, Lixin Duan, Weihua Yang, Yanwu Xu
arXiv_CV
arXiv_CV
Segmentation
Optimization
Pose
Deep_Learning
Medical
PDF
2022-12-01
EBHI-Seg: A Novel Enteroscope Biopsy Histopathological Haematoxylin and Eosin Image Dataset for Image Segmentation Tasks
Liyu Shi, Xiaoyan Li, Weiming Hua, Haoyuan Chen, Jing Chen, Zizhen Fan, Minghe Gao, Yujie Jing, Guotao Lu, Deguo Ma, Zhiyu Ma, Qingtao Meng, Dechao Tang, Hongzan Sun, Marcin Grzegorzek, Shouliang Qi, Yueyang Teng, Chen Li
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Detection
Medical
PDF
2022-12-01
Multi-Source Survival Domain Adaptation
Ammar Shaker, Carolin Lawrence
arXiv_AI
arXiv_AI
Relation
Medical
Recommendation
PDF
2022-12-01
A Comprehensive Study on Machine Learning Methods to Increase the Prediction Accuracy of Classifiers and Reduce the Number of Medical Tests Required to Diagnose Alzheimer'S Disease
Md. Sharifur Rahman, Professor Girijesh Prasad
arXiv_AI
arXiv_AI
Medical
Prediction
PDF
2022-12-01
Automated Coronary Arteries Labeling Via Geometric Deep Learning
Yadan Li, Mohammad Ali Armin, Simon Denman, David Ahmedt-Aristizabal
arXiv_CV
arXiv_CV
Segmentation
3D
Knowledge
Pose
Quantitative
Deep_Learning
Attention
Medical
PDF
2022-12-01
Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu Framework
Wonjin Yoon, Richard Jackson, Elliot Ford, Vladimir Poroshin, Jaewoo Kang
arXiv_CL
arXiv_CL
Medical
PDF
2022-12-01
Learning for Control of Rolling ubots
Logan E Beaver, Max Sokolich, Suhail Alsalehi, Ron Weiss, Sambeeta Das, Calin Belta
arXiv_RO
arXiv_RO
Optimization
Action
Medical
PDF
2022-11-30
BudgetLongformer: Can we Cheaply Pretrain a SotA Legal Language Model From Scratch?
Joel Niklaus, Daniele Giofré
arXiv_AI
arXiv_AI
Transformer
Pose
Detection
Summarization
Medical
Language_Model
PDF
2022-11-30
AIONER: All-in-one scheme-based biomedical named entity recognition using deep learning
Ling Luo, Chih-Hsuan Wei, Po-Ting Lai, Robert Leaman, Qingyu Chen, Zhiyong Lu
arXiv_AI
arXiv_AI
Recognition
Pose
Action
Deep_Learning
Medical
PDF
2022-11-30
Toward Robust Diagnosis: A Contour Attention Preserving Adversarial Defense for COVID-19 Detection
Kun Xiang, Xing Zhang, Jinwen She, Jinpeng Liu, Haohan Wang, Shiqi Deng, Shancheng Jiang
arXiv_CV
arXiv_CV
Regularization
Adversarial
Pose
Action
Detection
Contour
Attention
Medical
PDF
2022-11-30
Automated anomaly-aware 3D segmentation of bones and cartilages in knee MR images from the Osteoarthritis Initiative
Boyeong Woo, Craig Engstrom, William Baresic, Jurgen Fripp, Stuart Crozier, Shekhar S. Chandra
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Semantic_Segmentation
Inpainting
3D
Detection
Medical
PDF
2022-11-29
Brain Tumor MRI Classification using a Novel Deep Residual and Regional CNN
Mirza Mumtaz Zahoor, Saddam Hussain Khan
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Medical
CNN
PDF
2022-11-29
POLCOVID: a multicenter multiclass chest X-ray database
Aleksandra Suwalska, Joanna Tobiasz, Wojciech Prazuch, Marek Socha, Pawel Foszner, Jerzy Jaroszewicz, Katarzyna Gruszczynska, Magdalena Sliwinska, Jerzy Walecki, Tadeusz Popiela, Grzegorz Przybylski, Mateusz Nowak, Piotr Fiedor, Malgorzata Pawlowska, Robert Flisiak, Krzysztof Simon, Gabriela Zapolska, Barbara Gizycka, Edyta Szurowska (for the POLCOVID Study Group), Michal Marczyk, Andrzej Cieszanowski, Joanna Polanska
arXiv_CV
arXiv_CV
Segmentation
Detection
Medical
PDF
2022-11-29
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches
Tim Schopf, Daniel Braun, Florian Matthes
arXiv_AI
arXiv_AI
Transformer
Embedding
Unsupervised
Bert
Zero-Shot
Text_Classification
Knowledge
Pose
Classification
Medical
PDF
2022-11-29
Understanding and Enhancing Robustness of Concept-based Models
Sanchit Sinha, Mengdi Huai, Jianhui Sun, Aidong Zhang
arXiv_AI
arXiv_AI
Adversarial
Pose
Medical
PDF
2022-11-28
Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data
Andrei Margeloiu, Nikola Simidjievski, Pietro Lio, Mateja Jamnik
arXiv_AI
arXiv_AI
Pose
Classification
Medical
PDF
2022-11-28
Automatically Extracting Information in Medical Dialogue: Expert System And Attention for Labelling
Xinshi Wang, Daniel Tang
arXiv_CL
arXiv_CL
Bert
Pose
Action
Classification
Attention
Medical
PDF
2022-11-28
Cell Biomechanical Modeling Based on Membrane Theory with Considering Speed Effect of Microinjection
Shengzheng Kang, Zhicheng Song, Xiaolong Yang, Yao Li, Hongtao Wu, Tao Li
arXiv_RO
arXiv_RO
Pose
Medical
PDF
2022-11-28
A Survey on Conversational Search and Applications in Biomedicine
Naga Sai Krishna Adatrao, Gowtham Reddy Gadireddy, Jiho Noh
arXiv_CL
arXiv_CL
Knowledge
Survey
Action
Medical
Recommendation
PDF
2022-11-28
Reducing Domain Gap in Frequency and Spatial domain for Cross-modality Domain Adaptation on Medical Image Segmentation
Shaolei Liu, Siqi Yin, Linhao Qu, Manning Wang
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Adversarial
Pose
Contour
Medical
Matching
PDF
2022-11-28
What's Behind the Mask: Estimating Uncertainty in Image-to-Image Problems
Gilad Kutiel, Regev Cohen, Michael Elad, Daniel Freedman
arXiv_CV
arXiv_CV
Super_Resolution
Medical
PDF
2022-11-28
Angular triangle distance for ordinal metric learning
Imam Mustafa Kamal, Hyerim Bae
arXiv_AI
arXiv_AI
Embedding
Recognition
Gesture
Pose
Face
Relation
Face_Recognition
Medical
PDF
2022-11-28
Metric Learning as a Service with Covariance Embedding
Imam Mustafa Kamal, Hyerim Bae, Ling Liu
arXiv_CV
arXiv_CV
Embedding
Recognition
Optimization
Pose
Deep_Learning
Relation
Medical
Recommendation
PDF
2022-11-28
Heterogeneous Graph Learning for Multi-modal Medical Data Analysis
Sein Kim, Namkyeong Lee, Junseok Lee, Dongmin Hyun, Chanyoung Park
arXiv_AI
arXiv_AI
Pose
Relation
Attention
Medical
PDF
2022-11-28
Semi-supervised binary classification with latent distance learning
Imam Mustafa Kamal, Hyerim Bae
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Classification
Medical
PDF
2022-11-28
Synthetic Low-Field MRI Super-Resolution Via Nested U-Net Architecture
Aryan Kalluvila, Neha Koonjoo, Danyal Bhutto, Marcio Rockenbach, Matthew S. Rosen
arXiv_CV
arXiv_CV
Super_Resolution
Pose
Deep_Learning
Medical
PDF
2022-11-28
Summer: WeChat Neural Machine Translation Systems for the WMT22 Biomedical Translation Task
Ernan Li, Fandong Meng, Jie Zhou
arXiv_CL
arXiv_CL
Transformer
Medical
PDF
2022-11-27
Medical Image Segmentation Review: The success of U-Net
Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, Sanaz Karimijafarbigloo, Joseph Paul Cohen, Ehsan Adeli, Dorit Merhof
arXiv_CV
arXiv_CV
Segmentation
Review
Pose
Attention
Medical
PDF
2022-11-27
Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation
Zixian Su, Kai Yao, Xi Yang, Qiufeng Wang, Jie Sun, Kaizhu Huang
arXiv_CV
arXiv_CV
Segmentation
Salient
Pose
Medical
PDF
2022-11-27
Cross-domain Few-shot Segmentation with Transductive Fine-tuning
Yuhang Lu, Xinyi Wu, Zhenyao Wu, Song Wang
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Regularization
Pose
Few-Shot
Medical
PDF
2022-11-27
A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Medical Images
Wei Chen, Chen Li, Dan Chen, Xin Luo
arXiv_AI
arXiv_AI
Transformer
Segmentation
Unsupervised
Semantic_Segmentation
Recognition
Restoration
Optimization
Represenation_Learning
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Classification
Medical
PDF
2022-11-26
Deep neuroevolution to predict primary brain tumor grade from functional MRI adjacency matrices
Joseph Stember, Mehrnaz Jenabi, Luca Pasquini, Kyung Peck, Andrei Holodny, Hrithwik Shalu
arXiv_AI
arXiv_AI
Salient
GAN
Medical
Activity
CNN
PDF
2022-11-26
CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion
Zixiang Zhao, Haowen Bai, Jiangshe Zhang, Yulun Zhang, Shuang Xu, Zudi Lin, Radu Timofte, Luc Van Gool
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Pose
Detection
Relation
Object_Detection
Attention
Medical
PDF
2022-11-25
DoubleU-NetPlus: A Novel Attention and Context Guided Dual U-Net with Multi-Scale Residual Feature Fusion Network for Semantic Segmentation of Medical Images
Md. Rayhan Ahmed, Adnan Ferdous Ashrafi, Raihan Uddin Ahmed, Swakkhar Shatabda, A.K.M. Muzahidul Islam, Salekul Islam
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Salient
Attention
Medical
CNN
PDF
2022-11-25
Open-Source Skull Reconstruction with MONAI
Jianning Li, André Ferreira, Behrus Puladi, Victor Alves, Michael Kamp, Moon-Sung Kim, Felix Nensa, Jens Kleesiek, Seyed-Ahmad Ahmadi, Jan Egger
arXiv_CV
arXiv_CV
Reconstruction
Action
Deep_Learning
Medical
PDF
2022-11-25
Expanding Small-Scale Datasets with Guided Imagination
Yifan Zhang, Daquan Zhou, Bryan Hooi, Kai Wang, Jiashi Feng
arXiv_CV
arXiv_CV
Reconstruction
Recognition
Zero-Shot
Medical
Prediction
PDF
2022-11-25
TAOTF: A Two-stage Approximately Orthogonal Training Framework in Deep Neural Networks
Taoyong Cui, Jianze Li, Yuhan Dong, Li Liu
arXiv_AI
arXiv_AI
Transformer
Optimization
Pose
Medical
CNN
PDF
2022-11-24
Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images
Xiang Chen, Yan Xia, Nishant Ravikumar, Alejandro F Frangi
arXiv_CV
arXiv_CV
Segmentation
Pose
Face
Deep_Learning
Relation
Attention
GAN
Medical
PDF
2022-11-24
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt
Zhichao Yang, Sunjae Kwon, Zonghai Yao, Hong Yu
arXiv_AI
arXiv_AI
Classification
Few-Shot
Attention
Medical
Prediction
PDF
2022-11-24
Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels
Soroosh Tayebi Arasteh, Peter Isfort, Marwin Saehn, Gustav Mueller-Franzes, Firas Khader, Jakob Nikolas Kather, Christiane Kuhl, Sven Nebelung, Daniel Truhn
arXiv_AI
arXiv_AI
Pose
Medical
Matching
PDF
2022-11-24
Self-supervised vision-language pretraining for Medical visual question answering
Pengfei Li, Gang Liu, Lin Tan, Jinying Liao, Shenjun Zhong
arXiv_AI
arXiv_AI
Image_Caption
Transformer
Self-Supervised
Pose
Contrastive_Learning
VQA
Medical
Caption
Language_Model
QA
Matching
PDF
2022-11-24
Shortcut Removal for Improved OOD-Generalization
Nicolas M. Müller, Jochen Jacobs, Jennifer Williams, Konstantin Böttinger
arXiv_CV
arXiv_CV
Adversarial
Pose
Medical
PDF
2022-11-24
On the Importance of Image Encoding in Automated Chest X-Ray Report Generation
Otabek Nazarov, Mohammad Yaqub, Karthik Nandakumar
arXiv_AI
arXiv_AI
Transformer
Embedding
Text_Generation
Medical
CNN
PDF
2022-11-24
Mediastinal Lymph Node Detection and Segmentation Using Deep Learning
Al-Akhir Nayan, Boonserm Kijsirikul, Yuji Iwahori
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Detection
Medical
CNN
PDF
2022-11-23
Towards Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems
Maryam Bagheri, Josephine Lamp, Xugui Zhou, Lu Feng, Homa Alemzadeh
arXiv_AI
arXiv_AI
Medical
Prediction
PDF
2022-11-23
Monte Carlo Tree Search Algorithms for Risk-Aware and Multi-Objective Reinforcement Learning
Conor F. Hayes, Mathieu Reymond, Diederik M. Roijers, Enda Howley, Patrick Mannion
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Medical
PDF
2022-11-23
Can we Adopt Self-supervised Pretraining for Chest X-Rays?
Arsh Verma, Makarand Tapaswi
arXiv_CV
arXiv_CV
Self-Supervised
Classification
Medical
CNN
PDF
2022-11-23
Implementation and Evaluation of a System for Assessment of The Quality of Long-Term Management of Patients at a Geriatric Hospital
Erez Shalom, Ayelet Goldstein, Roni Wais, Maya Slivanova, Nogah Melamed Cohen, Yuval Shahar
arXiv_AI
arXiv_AI
Medical
PDF
2022-11-23
OReX: Object Reconstruction from Planner Cross-sections Using Neural Fields
Haim Sawdayee, Amir Vaxman, Amit H. Bermano
arXiv_CV
arXiv_CV
Reconstruction
3D
Sparse
Pose
Action
Quantitative
Medical
PDF
2022-11-23
RoentGen: Vision-Language Foundation Model for Chest X-ray Generation
Pierre Chambon, Christian Bluethgen, Jean-Benoit Delbrouck, Rogier Van der Sluijs, Małgorzata Połacin, Juan Manuel Zambrano Chaves, Tanishq Mathew Abraham, Shivanshu Purohit, Curtis P. Langlotz, Akshay Chaudhari
arXiv_AI
arXiv_AI
Transformer
Knowledge
Quantitative
Medical
PDF
2022-11-23
Benchmarking Bayesian Deep Learning on Diabetic Retinopathy Detection Tasks
Neil Band, Tim G. J. Rudner, Qixuan Feng, Angelos Filos, Zachary Nado, Michael W. Dusenberry, Ghassen Jerfel, Dustin Tran, Yarin Gal
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Detection
Medical
PDF
2022-11-22
Progressive Learning with Cross-Window Consistency for Semi-Supervised Semantic Segmentation
Bo Dang, Yansheng Li
arXiv_CV
arXiv_CV
Image_Caption
Segmentation
Semantic_Segmentation
Pose
Medical
PDF
2022-11-22
Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss
Şaban Öztürk, Emin Celik, Tolga Cukur
arXiv_CV
arXiv_CV
Embedding
Image_Retrieval
Quantitative
Relation
Medical
PDF
2022-11-22
Multimorbidity Content-Based Medical Image Retrieval Using Proxies
Yunyan Xing, Benjamin J. Meyer, Mehrtash Harandi, Tom Drummond, Zongyuan Ge
arXiv_CV
arXiv_CV
Image_Retrieval
Pose
Classification
Relation
Medical
Prediction
PDF
2022-11-22
SRTGAN: Triplet Loss based Generative Adversarial Network for Real-World Super-Resolution
Dhruv Patel, Abhinav Jain, Simran Bawkar, Manav Khorasiya, Kalpesh Prajapati, Kishor Upla, Kiran Raja, Raghavendra Ramachandra, Christoph Busch
arXiv_CV
arXiv_CV
Surveillance
Super_Resolution
Adversarial
Pose
Quantitative
GAN
Medical
PDF
2022-11-22
A Large-Scale Dataset for Biomedical Keyphrase Generation
Mael Houbre, Florian Boudin, Beatrice Daille
arXiv_CL
arXiv_CL
Medical
PDF
2022-11-22
CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation
Ran Gu, Guotai Wang, Jiangshan Lu, Jingyang Zhang, Wenhui Lei, Yinan Chen, Wenjun Liao, Shichuan Zhang, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
arXiv_CV
arXiv_CV
Segmentation
Pose
Medical
PDF
2022-11-22
Global-Local Aggregation with Deformable Point Sampling for Camouflaged Object Detection
Minhyeok Lee, Suhwan Cho, Chaewon Park, Dogyoon Lee, Jungho Lee, Sangyoun Lee
arXiv_CV
arXiv_CV
Transformer
Pose
Detection
Object_Detection
Attention
Medical
PDF
2022-11-22
Explainability of Traditional and Deep Learning Models on Longitudinal Healthcare Records
Lin Lee Cheong (1), Tesfagabir Meharizghi (1), Wynona Black (2), Yang Guang (1), Weilin Meng (2) ((1) Amazon ML Solutions Lab, (2) Merck & Co., Inc)
arXiv_AI
arXiv_AI
RNN
Deep_Learning
Attention
Medical
Prediction
PDF
2022-11-22
COVID-Net Assistant: A Deep Learning-Driven Virtual Assistant for COVID-19 Symptom Prediction and Recommendation
Pengyuan Shi, Yuetong Wang, Saad Abbasi, Alexander Wong
arXiv_SD
arXiv_SD
Deep_Learning
Medical
CNN
Inference
Prediction
Recommendation
PDF
2022-11-21
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers
Zihao Wang, Yingyu Yang, Maxime Sermesant, Herve Delingette
arXiv_CV
arXiv_CV
Transformer
Unsupervised
Recognition
Optimization
Attention
Medical
CNN
PDF
2022-11-21
Semantic Segmentation for Fully Automated Macrofouling Analysis on Coatings after Field Exposure
Lutz M. K. Krause, Emily Manderfeld, Patricia Gnutt, Louisa Vogler, Ann Wassick, Kailey Richard, Marco Rudolph, Kelli Z. Hunsucker, Geoffrey W. Swain, Bodo Rosenhahn, Axel Rosenhahn
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Knowledge
Pose
Face
Medical
CNN
PDF
2022-11-21
Guided Depth Super-Resolution by Deep Anisotropic Diffusion
Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler
arXiv_AI
arXiv_AI
Super_Resolution
Pose
Deep_Learning
Medical
CNN
PDF
2022-11-21
Decomposing 3D Neuroimaging into 2+1D Processing for Schizophrenia Recognition
Mengjiao Hu, Xudong Jiang, Kang Sim, Juan Helen Zhou, Cuntai Guan
arXiv_CV
arXiv_CV
Recognition
3D
Sparse
Pose
Deep_Learning
Medical
CNN
Prediction
PDF
2022-11-21
ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation
Shishuai Hu, Zehui Liao, Yong Xia
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
Knowledge
Pose
Medical
Prediction
PDF
2022-11-21
Self adaptive global-local feature enhancement for radiology report generation
Yuhao Wang, Kai Wang, Xiaohong Liu, Tianrun Gao, Jingyue Zhang, Guangyu Wang
arXiv_AI
arXiv_AI
Enhancement
Pose
Attention
Medical
Caption
PDF
2022-11-21
CBEAF-Adapting: Enhanced Continual Pretraining for Building Chinese Biomedical Language Model
Yongyu Yan, Kui Xue, Qi Ye, Tong Ruan
arXiv_CL
arXiv_CL
Bert
Pose
Attention
Medical
Language_Model
PDF
2022-11-20
A Comparative Analysis of Transfer Learning-based Techniques for the Classification of Melanocytic Nevi
Sanya Sinha, Nilay Gupta
arXiv_AI
arXiv_AI
Transfer_Learning
Classification
Detection
Medical
CNN
PDF
2022-11-20
CoCoNet: Coupled Contrastive Learning Network with Multi-level Feature Ensemble for Multi-modality Image Fusion
Jinyuan Liu, Runjia Lin, Guanyao Wu, Risheng Liu, Zhongxuan Luo, Xin Fan
arXiv_CV
arXiv_CV
Pose
Contrastive_Learning
Relation
Attention
Medical
PDF
2022-11-20
FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices using Divide and Co-Training
Quan Nguyen, Hieu H. Pham, Kok-Seng Wong, Phi Le Nguyen, Truong Thao Nguyen, Minh N. Do
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Medical
CNN
PDF
2022-11-19
convoHER2: A Deep Neural Network for Multi-Stage Classification of HER2 Breast Cancer
M. F. Mridha, Md. Kishor Morol, Md. Asraf Ali, Md Sakib Hossain Shovon
arXiv_CV
arXiv_CV
Classification
Medical
CNN
PDF
2022-11-19
Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models
Hyungjin Chung, Dohoon Ryu, Michael T. McCann, Marc L. Klasky, Jong Chul Ye
arXiv_AI
arXiv_AI
Reconstruction
3D
Sparse
Pose
Medical
PDF
2022-11-18
Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing
Zonghai Yao, Yi Cao, Zhichao Yang, Hong Yu
arXiv_AI
arXiv_AI
Knowledge
Pose
Relation
Medical
Language_Model
PDF
2022-11-18
Vision Transformers in Medical Imaging: A Review
Emerald U. Henry, Onyeka Emebob, Conrad Asotie Omonhinmin
arXiv_AI
arXiv_AI
Transformer
Reconstruction
Segmentation
Review
Classification
Attention
Medical
CNN
Image_Classification
PDF
2022-11-18
Social media mining for toxicovigilance of prescription medications: End-to-end pipeline, challenges and future work
Abeed Sarker
arXiv_AI
arXiv_AI
Surveillance
Knowledge
Medical
PDF
2022-11-17
Sources of performance variability in deep learning-based polyp detection
Thuy Nuong Tran, Tim Adler, Amine Yamlahi, Evangelia Christodoulou, Patrick Godau, Annika Reinke, Minu Dietlinde Tizabi, Peter Sauer, Tillmann Persicke, Jörg Gerhard Albert, Lena Maier-Hein
arXiv_CV
arXiv_CV
Tracking
Deep_Learning
Detection
Object_Detection
Medical
PDF
2022-11-17
Convolutional neural networks for medical image segmentation
Jeroen Bertels, David Robben, Robin Lemmens, Dirk Vandermeulen
arXiv_CV
arXiv_CV
Segmentation
Action
Classification
Relation
Medical
CNN
PDF
2022-11-17
Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation
Yiyue Hu, Lei Zhang, Nan Mu, Lei Liu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Attention
Medical
Prediction
PDF
2022-11-17
Consultation Checklists: Standardising the Human Evaluation of Medical Note Generation
Aleksandar Savkov, Francesco Moramarco, Alex Papadopoulos Korfiatis, Mark Perera, Anya Belz, Ehud Reiter
arXiv_CL
arXiv_CL
Bert
Pose
Relation
Medical
PDF
2022-11-17
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine
Ahmad Chaddad, Qizong lu, Jiali Li, Yousef Katib, Reem Kateb, Camel Tanougast, Ahmed Bouridane, Ahmed Abdulkadir
arXiv_CV
arXiv_CV
Transfer_Learning
Review
Classification
Medical
PDF
2022-11-16
Prompt Tuning for Parameter-efficient Medical Image Segmentation
Marc Fischer, Alexander Bartler, Bin Yang
arXiv_CV
arXiv_CV
Transformer
Segmentation
Semantic_Segmentation
Pose
Medical
PDF
2022-11-16
Are we certain it's anomalous?
Alessandro Flaborea, Bardh Prenkaj, Bharti Munjal, Marco Aurelio Sterpa, Dario Aragona, Luca Podo, Fabio Galasso
arXiv_CV
arXiv_CV
Reconstruction
RNN
Self-Supervised
Pose
Detection
Relation
GAN
Medical
PDF
2022-11-16
Cyclic Generative Adversarial Networks With Congruent Image-Report Generation For Explainable Medical Image Analysis
Dwarikanath Mahapatra
arXiv_CV
arXiv_CV
Adversarial
GAN
Medical
PDF
2022-11-16
Neurodevelopmental Phenotype Prediction: A State-of-the-Art Deep Learning Model
Dániel Unyi, Bálint Gyires-Tóth
arXiv_CV
arXiv_CV
Pose
Face
Deep_Learning
Detection
GAN
Medical
Prediction
PDF
2022-11-16
CDialog: A Multi-turn Covid-19 Conversation Dataset for Entity-Aware Dialog Generation
Deeksha Varshney, Aizan Zafar, Niranshu Kumar Behra, Asif Ekbal
arXiv_AI
arXiv_AI
Pose
Medical
Language_Model
PDF
2022-11-16
Uncertainty-Aware Multi-Parametric Magnetic Resonance Image Information Fusion for 3D Object Segmentation
Cheng Li, Yousuf Babiker M. Osman, Weijian Huang, Zhenzhen Xue, Hua Han, Hairong Zheng, Shanshan Wang
arXiv_CV
arXiv_CV
Segmentation
3D
Pose
Deep_Learning
GAN
Medical
Prediction
PDF
2022-11-16
Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN
Anaelia Ovalle, Sunipa Dev, Jieyu Zhao, Majid Sarrafzadeh, Kai-Wei Chang
arXiv_AI
arXiv_AI
Pose
Face
Detection
GAN
Medical
Prediction
PDF
2022-11-16
Lesion Guided Explainable Few Weak-shot Medical Report Generation
Jinghan Sun, Dong Wei, Liansheng Wang, Yefeng Zheng
arXiv_CV
arXiv_CV
Transformer
Embedding
Pose
Relation
Medical
PDF
2022-11-15
ConvFormer: Combining CNN and Transformer for Medical Image Segmentation
Pengfei Gu, Yejia Zhang, Chaoli Wang, Danny Z. Chen
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Medical
CNN
PDF
2022-11-15
Cross-Domain Self-Supervised Deep Learning for Robust Alzheimer's Disease Progression Modeling
Saba Dadsetan, Mohsen Hejrati, Shandong Wu, Somaye Hashemifar
arXiv_CV
arXiv_CV
Transformer
3D
Self-Supervised
Deep_Learning
Medical
Prediction
PDF
2022-11-15
Unsupervised Feature Clustering Improves Contrastive Representation Learning for Medical Image Segmentation
Yejia Zhang, Xinrong Hu, Nishchal Sapkota, Yiyu Shi, Danny Z. Chen
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
3D
Represenation_Learning
Self-Supervised
Pose
Contrastive_Learning
Medical
PDF
2022-11-15
A Point in the Right Direction: Vector Prediction for Spatially-aware Self-supervised Volumetric Representation Learning
Yejia Zhang, Pengfei Gu, Nishchal Sapkota, Hao Zheng, Peixian Liang, Danny Z. Chen
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
Transfer_Learning
3D
Represenation_Learning
Self-Supervised
Pose
Medical
Prediction
PDF
2022-11-15
Alzheimer's Dementia Detection through Spontaneous Dialogue with Proactive Robotic Listeners
Yuanchao Li, Catherine Lai, Divesh Lala, Koji Inoue, Tatsuya Kawahara
arXiv_RO
arXiv_RO
Recognition
Speech
Pose
Detection
Object_Detection
Attention
Speech_Recognition
Medical
PDF
2022-11-15
N2V2 -- Fixing Noise2Void Checkerboard Artifacts with Modified Sampling Strategies and a Tweaked Network Architecture
Eva Höck, Tim-Oliver Buchholz, Anselm Brachmann, Florian Jug, Alexander Freytag
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Denoising
Medical
Prediction
PDF
2022-11-15
Generalization of Artificial Intelligence Models in Medical Imaging: A Case-Based Review
Rishi Gadepally, Andrew Gomella, Eric Gingold, Paras Lakhani
arXiv_CV
arXiv_CV
Review
Deep_Learning
Medical
PDF
2022-11-15
An Automatic ICD Coding Network Using Partition-Based Label Attention
Daeseong Kim, Haanju Yoo, Sewon Kim
arXiv_AI
arXiv_AI
Pose
Classification
Deep_Learning
Attention
Medical
PDF
2022-11-15
Feedback Chain Network For Hippocampus Segmentation
Heyu Huang, Runmin Cong, Lianhe Yang, Ling Du, Cong Wang, Sam Kwong
arXiv_CV
arXiv_CV
Segmentation
Knowledge
Pose
Action
Deep_Learning
Attention
Medical
PDF
2022-11-15
Pretraining ECG Data with Adversarial Masking Improves Model Generalizability for Data-Scarce Tasks
Jessica Y. Bo, Hen-Wei Huang, Alvin Chan, Giovanni Traverso
arXiv_AI
arXiv_AI
Adversarial
Self-Supervised
Face
Classification
Deep_Learning
Medical
PDF
2022-11-14
Diffusion Models for Medical Image Analysis: A Comprehensive Survey
Amirhossein Kazerouni, Ehsan Khodapanah Aghdam, Moein Heidari, Reza Azad, Mohsen Fayyaz, Ilker Hacihaliloglu, Dorit Merhof
arXiv_CV
arXiv_CV
Pose
Survey
Denoising
GAN
Medical
PDF
2022-11-14
Machine Learning Performance Analysis to Predict Stroke Based on Imbalanced Medical Dataset
Yuru Jing
arXiv_AI
arXiv_AI
Classification
Detection
Medical
PDF
2022-11-14
Semantic Decomposition Improves Learning of Large Language Models on EHR Data
David A. Bloore, Romane Gauriau, Anna L. Decker, Jacob Oppenheim
arXiv_CL
arXiv_CL
Transformer
Bert
Pose
Action
Attention
Medical
Language_Model
Prediction
PDF
2022-11-14
Multi-center anatomical segmentation with heterogeneous labels via landmark-based models
Nicolás Gaggion, Maria Vakalopoulou, Diego H. Milone, Enzo Ferrante
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Medical
PDF
2022-11-14
The Role of Local Alignment and Uniformity in Image-Text Contrastive Learning on Medical Images
Philip Müller, Georgios Kaissis, Daniel Rueckert
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Contrastive_Learning
Detection
Object_Detection
Medical
PDF
2022-11-14
Summarisation of Electronic Health Records with Clinical Concept Guidance
Thomas Searle, Zina Ibrahim, James Teo, Richard Dobson
arXiv_CL
arXiv_CL
Ontology
Deep_Learning
Medical
PDF
2022-11-14
Information-guided pixel augmentation for pixel-wise contrastive learning
Quan Quan, Qingsong Yao, Jun Li, S.kevin Zhou
arXiv_CV
arXiv_CV
Unsupervised
Knowledge
Self-Supervised
Pose
Contrastive_Learning
Detection
Medical
Matching
PDF
2022-11-14
Deep learning methods for automatic classification of medical images and disease detection based on chest X-Ray images
Liora Mayats-Alpay
arXiv_CV
arXiv_CV
Pose
Action
Classification
Deep_Learning
Detection
Medical
CNN
Inference
PDF
2022-11-14
Recognition of Cardiac MRI Orientation via Deep Neural Networks and a Method to Improve Prediction Accuracy
Houxin Zhou
arXiv_CV
arXiv_CV
Transfer_Learning
Recognition
Pose
Medical
Prediction
PDF
2022-11-13
Secure and Privacy-Preserving Automated End-to-End Integrated IoT-Edge-Artificial Intelligence-Blockchain Monitoring System for Diabetes Mellitus Prediction
Leila Ismail, Alain Hennebelle, Huned Materwala, Juma Al Kaabi, Priya Ranjan, Rajiv Janardhanan
arXiv_AI
arXiv_AI
Pose
Medical
Prediction
PDF
2022-11-13
Learning from partially labeled data for multi-organ and tumor segmentation
Yutong Xie, Jianpeng Zhang, Yong Xia, Chunhua Shen
arXiv_CV
arXiv_CV
Transformer
Segmentation
Embedding
3D
Self-Supervised
Pose
Attention
GAN
Medical
CNN
PDF
2022-11-12
MultiCrossViT: Multimodal Vision Transformer for Schizophrenia Prediction using Structural MRI and Functional Network Connectivity Data
Yuda Bi, Anees Abrol, Zening Fu, Vince Calhoun
arXiv_CV
arXiv_CV
Transformer
Segmentation
Recognition
Classification
Deep_Learning
Attention
Medical
CNN
Image_Classification
Prediction
PDF
2022-11-12
Auto Lead Extraction and Digitization of ECG Paper Records using cGAN
Rupali Patil, Bhairav Narkhede, Shubham Varma, Shreyans Suraliya, Ninad Mehendale
arXiv_CV
arXiv_CV
Pose
Action
Deep_Learning
GAN
Medical
PDF
2022-11-12
Pain Detection in Masked Faces during Procedural Sedation
Y. Zarghami, S. Mafeld, A. Conway, B. Taati
arXiv_CV
arXiv_CV
Face
Deep_Learning
Detection
Medical
PDF
2022-11-12
Prediction of Geometric Transformation on Cardiac MRI via Convolutional Neural Network
Xin Gao
arXiv_CV
arXiv_CV
Segmentation
Unsupervised
3D
Self-Supervised
Pose
Classification
Medical
CNN
Prediction
PDF
2022-11-12
A Radiogenomics Pipeline for Lung Nodules Segmentation and Prediction of EGFR Mutation Status from CT Scans
Ivo Gollini Navarrete, Mohammad Yaqub
arXiv_CV
arXiv_CV
Segmentation
Pose
Classification
Detection
Attention
Medical
Prediction
PDF
2022-11-12
DeltaNet:Conditional Medical Report Generation for COVID-19 Diagnosis
Xian Wu, Shuxin Yang, Zhaopeng Qiu, Shen Ge, Yangtian Yan, Xingwang Wu, Yefeng Zheng, S. Kevin Zhou, Li Xiao
arXiv_CV
arXiv_CV
Image_Caption
Pose
Medical
Caption
PDF
2022-11-12
Affinity Feature Strengthening for Accurate, Complete and Robust Vessel Segmentation
Tianyi Shi, Xiaohuan Ding, Wei Zhou, Feng Pan, Zengqiang Yan, Xiang Bai, Xin Yang
arXiv_CV
arXiv_CV
Segmentation
Action
Detection
Relation
Medical
PDF
2022-11-11
Disentangled Uncertainty and Out of Distribution Detection in Medical Generative Models
Kumud Lakara, Matias Valdenegro-Toro
arXiv_CV
arXiv_CV
Face
Deep_Learning
Detection
Attention
GAN
Medical
Prediction
PDF
2022-11-11
An unobtrusive quality supervision approach for medical image annotation
Sonja Kunzmann, Mathias Öttl, Prathmesh Madhu, Felix Denzinger, Andreas Maier
arXiv_CV
arXiv_CV
Adversarial
Quantitative
GAN
Medical
PDF
2022-11-11
MF2-MVQA: A Multi-stage Feature Fusion method for Medical Visual Question Answering
Shanshan Song, Jiangyun Li, Jing Wang, Yuanxiu Cai, Wenkai Dong
arXiv_CV
arXiv_CV
Pose
VQA
Medical
QA
PDF
2022-11-11
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios
Ngoc Dang Nguyen, Lan Du, Wray Buntine, Changyou Chen, Richard Beare
arXiv_CL
arXiv_CL
Medical
PDF
2022-11-11
Knowledge Distillation from Cross Teaching Teachers for Efficient Semi-Supervised Abdominal Organ Segmentation in CT
Jae Won Choi
arXiv_CV
arXiv_CV
Segmentation
Regularization
Knowledge
Pose
Deep_Learning
GAN
Medical
PDF
2022-11-10
Efficient brain age prediction from 3D MRI volumes using 2D projections
Johan Jönemo, Muhammad Usman Akbar, Robin Kämpe, J Paul Hamilton, Anders Eklund
arXiv_CV
arXiv_CV
3D
Medical
Prediction
PDF
2022-11-10
SETGen: Scalable and Efficient Template Generation Framework for Groupwise Medical Image Registration
Ziyi He, Albert C. S. Chung
arXiv_CV
arXiv_CV
3D
Pose
Deep_Learning
Medical
PDF
2022-11-10
Multiresolution Dual-Polynomial Decomposition Approach for Optimized Characterization of Motor Intent in Myoelectric Control Systems
Oluwarotimi Williams Samuel, Mojisola Grace Asogbon, Rami Khushaba, Frank Kulwa, Guanglin Li
arXiv_AI
arXiv_AI
Reconstruction
Recognition
Pose
Face
Denoising
Medical
PDF
2022-11-10
Improving Uncertainty-based Out-of-Distribution Detection for Medical Image Segmentation
Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat
arXiv_CV
arXiv_CV
Segmentation
Deep_Learning
Detection
Medical
PDF
2022-11-10
Radiomics-enhanced Deep Multi-task Learning for Outcome Prediction in Head and Neck Cancer
Mingyuan Meng, Lei Bi, Dagan Feng, Jinman Kim
arXiv_CV
arXiv_CV
Segmentation
Enhancement
Pose
Deep_Learning
Medical
Prediction
PDF
2022-11-10
Biomedical Multi-hop Question Answering Using Knowledge Graph Embeddings and Language Models
Dattaraj J. Rao, Shraddha S. Mane, Mukta A. Paliwal
arXiv_AI
arXiv_AI
Embedding
Bert
Knowledge
Knowledge_Graph
Face
Relation
Medical
Language_Model
QA
PDF
2022-11-10
Combating Health Misinformation in Social Media: Characterization, Detection, Intervention, and Open Issues
Canyu Chen, Haoran Wang, Matthew Shapiro, Yunyu Xiao, Fei Wang, Kai Shu
arXiv_AI
arXiv_AI
Review
Survey
Detection
Attention
GAN
Medical
PDF
2022-11-10
A novel GAN-based paradigm for weakly supervised brain tumor segmentation of MR images
Jay J. Yoo, Khashayar Namdar, Matthias W. Wagner, Liana Nobre, Uri Tabori, Cynthia Hawkins, Birgit B. Ertl-Wagner, Farzad Khalvati
arXiv_CV
arXiv_CV
Segmentation
Weakly_Supervised
Adversarial
Pose
GAN
Medical
PDF
2022-11-09
Reproducibility in medical image radiomic studies: contribution of dynamic histogram binning
Darryl E. Wright, Cole Cook, Jason Klug, Panagiotis Korfiatis, Timothy L. Kline
arXiv_CV
arXiv_CV
Pose
Action
Medical
PDF
2022-11-09
Clinical Contrastive Learning for Biomarker Detection
Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Contrastive_Learning
Classification
Detection
Relation
Medical
PDF
2022-11-09
Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language
Denys Amore Bondarenko, Roger Ferrod, Luigi Di Caro
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
Contrastive_Learning
Medical
PDF
2022-11-09
Optimized Global Perturbation Attacks For Brain Tumour ROI Extraction From Binary Classification Models
Sajith Rajapaksa, Farzad Khalvati
arXiv_CV
arXiv_CV
Segmentation
3D
Weakly_Supervised
Pose
Action
Classification
Deep_Learning
Medical
PDF
2022-11-09
Domain-incremental Cardiac Image Segmentation with Style-oriented Replay and Domain-sensitive Feature Whitening
Kang Li, Lequan Yu, Pheng-Ann Heng
arXiv_CV
arXiv_CV
Segmentation
Optimization
Pose
Medical
PDF
2022-11-09
Final infarct prediction in acute ischemic stroke
Jeroen Bertels, David Robben, Dirk Vandermeulen, Robin Lemmens
arXiv_CV
arXiv_CV
Medical
CNN
Prediction
PDF
2022-11-09
RadFormer: Transformers with Global-Local Attention for Interpretable and Accurate Gallbladder Cancer Detection
Soumen Basu, Mayank Gupta, Pratyaksha Rana, Pankaj Gupta, Chetan Arora
arXiv_CV
arXiv_CV
Transformer
Embedding
Pose
Detection
Attention
Medical
PDF
2022-11-09
Nested Named Entity Recognition from Medical Texts: An Adaptive Shared Network Architecture with Attentive CRF
Junzhe Jiang, Mingyue Cheng, Qi Liu, Zhi Li, Enhong Chen
arXiv_CL
arXiv_CL
Recognition
Pose
Face
Deep_Learning
Relation
Attention
Medical
PDF
2022-11-09
SUPRA: Superpixel Guided Loss for Improved Multi-modal Segmentation in Endoscopy
Rafael Martinez Garcia-Peña, Mansoor Ali Teevno, Gilberto Ochoa-Ruiz, Sharib Ali
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Medical
PDF
2022-11-08
Care for the Mind Amid Chronic Diseases: An Interpretable AI Approach Using IoT
Jiaheng Xie, Xiaohang Zhao, Xiang Liu, Xiao Fang
arXiv_AI
arXiv_AI
Review
Deep_Learning
Medical
Prediction
PDF
2022-11-08
Detecting Shortcuts in Medical Images - A Case Study in Chest X-rays
Amelia Jiménez-Sánchez, Dovile Juodelye, Bethany Chamberlain, Veronika Cheplygina
arXiv_CV
arXiv_CV
Classification
Attention
Medical
Image_Classification
Recommendation
PDF
2022-11-08
Learning Spatio-Temporal Model of Disease Progression with NeuralODEs from Longitudinal Volumetric Data
Dmitrii Lachinov, Arunava Chakravarty, Christoph Grechenig, Ursula Schmidt-Erfurth, Hrvoje Bogunovic
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Medical
Prediction
PDF
2022-11-08
Generative Adversarial Networks for anonymous Acneic face dataset generation
Hazem Zein, Samer Chantaf, Régis Fournier, Amine Nait-Ali
arXiv_CV
arXiv_CV
Adversarial
Pose
Face
Classification
GAN
Medical
PDF
2022-11-08
Designing robots with the context in mind -- One design does not fit all
Ela Liberman-Pincu, Elmer D. van Grondelle, Tal Oron-Gilad
arXiv_RO
arXiv_RO
Medical
PDF
2022-11-08
Towards edible drones for rescue missions: design and flight of nutritional wings
Bokeon Kwak, Jun Shintake, Lu Zhang, Dario Floreano
arXiv_RO
arXiv_RO
Pose
Medical
Drone
PDF
2022-11-08
A kinetic approach to consensus-based segmentation of biomedical images
Raffaella Fiamma Cabini, Anna Pichiecchio, Alessandro Lascialfari, Silvia Figini, Mattia Zanella
arXiv_CV
arXiv_CV
Segmentation
Medical
PDF
2022-11-08
Does an ensemble of GANs lead to better performance when training segmentation networks with synthetic images?
Måns Larsson, Muhammad Usman Akbar, Anders Eklund
arXiv_CV
arXiv_CV
Segmentation
GAN
Medical
PDF
2022-11-08
Hilbert Distillation for Cross-Dimensionality Networks
Dian Qin, Haishuai Wang, Zhe Liu, Hongjia Xu, Sheng Zhou, Jiajun Bu
arXiv_AI
arXiv_AI
3D
Bert
Knowledge
Pose
Classification
Attention
Medical
CNN
PDF
2022-11-08
Final Report on MITRE Evaluations for the DARPA Big Mechanism Program
Matthew Peterson, Tonia Korves, Christopher Garay, Robyn Kozierok, Lynette Hirschman
arXiv_AI
arXiv_AI
Medical
PDF
2022-11-07
CELLS: A Parallel Corpus for Biomedical Lay Language Generation
Yue Guo, Wei Qiu, Gondy Leroy, Sheng Wang, Trevor Cohen
arXiv_CL
arXiv_CL
Transformer
Knowledge
Medical
PDF
2022-11-07
Moving Frame Net: SE-Equivariant Network for Volumes
Mateus Sangalli (CMM), Samy Blusseau (CMM), Santiago Velasco-Forero (CMM), Jesus Angulo (CMM)
arXiv_CV
arXiv_CV
3D
Pose
Action
Classification
Medical
PDF
2022-11-07
Medical Diffusion -- Denoising Diffusion Probabilistic Models for 3D Medical Image Generation
Firas Khader, Gustav Mueller-Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Schulze-Hagen, Philipp Schad, Sandy Engelhardt, Bettina Baessler, Sebastian Foersch, Johannes Stegmaier, Christiane Kuhl, Sven Nebelung, Jakob Nikolas Kather, Daniel Truhn
arXiv_CV
arXiv_CV
Transformer
Segmentation
3D
Self-Supervised
Quantitative
Denoising
Medical
PDF
2022-11-06
Towards real-time 6D pose estimation of objects in single-view cone-beam X-ray
Christiaan G.A. Viviers, Joel de Bruijn, Lena Filatova, Peter H.N. de With, Fons van der Sommen
arXiv_CV
arXiv_CV
3D
Pose_Estimation
Pose
Deep_Learning
Medical
PDF
2022-11-06
Measurement-Consistent Networks via a Deep Implicit Layer for Solving Inverse Problems
Rahul Mourya, João F. C. Mota
arXiv_CV
arXiv_CV
Reconstruction
Super_Resolution
Optimization
Pose
Medical
PDF
2022-11-06
UATTA-ENS: Uncertainty Aware Test Time Augmented Ensemble for PIRC Diabetic Retinopathy Detection
Pratinav Seth, Adil Khan, Ananya Gupta, Saurabh Kumar Mishra, Akshat Bhandhari
arXiv_CV
arXiv_CV
Pose
Classification
Detection
Medical
CNN
Prediction
PDF
2022-11-05
SizeGAN: Improving Size Representation in Clothing Catalogs
Kathleen M. Lewis, John Guttag
arXiv_CV
arXiv_CV
Transformer
Image_Generation
Knowledge
Pose
GAN
Medical
PDF
2022-11-05
Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training
Homgmin Cai, Wenxiong Liao, Zhengliang Liu, Xiaoke Huang, Yiyang Zhang, Siqi Ding, Sheng Li, Quanzheng Li, Tianming Liu, Xiang Li
arXiv_AI
arXiv_AI
Recognition
Knowledge
Knowledge_Graph
Pose
Action
Relation
Relation_Extraction
Medical
PDF
2022-11-04
MONAI: An open-source framework for deep learning in healthcare
M. Jorge Cardoso, Wenqi Li, Richard Brown, Nic Ma, Eric Kerfoot, Yiheng Wang, Benjamin Murrey, Andriy Myronenko, Can Zhao, Dong Yang, Vishwesh Nath, Yufan He, Ziyue Xu, Ali Hatamizadeh, Andriy Myronenko, Wentao Zhu, Yun Liu, Mingxin Zheng, Yucheng Tang, Isaac Yang, Michael Zephyr, Behrooz Hashemian, Sachidanand Alle, Mohammad Zalbagi Darestani, Charlie Budd, Marc Modat, Tom Vercauteren, Guotai Wang, Yiwen Li, Yipeng Hu, Yunguan Fu, Benjamin Gorman, Hans Johnson, Brad Genereaux, Barbaros S. Erdal, Vikash Gupta, Andres Diaz-Pinto, Andre Dourson, Lena Maier-Hein, Paul F. Jaeger, Michael Baumgartner, Jayashree Kalpathy-Cramer, Mona Flores, Justin Kirby, Lee A.D. Cooper, Holger R. Roth, Daguang Xu, David Bericat, Ralf Floca, S. Kevin Zhou, Haris Shuaib, Keyvan Farahani, Klaus H. Maier-Hein, Stephen Aylward, et al. (3 additional authors not shown)
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Medical
PDF
2022-11-04
Autonomous Medical Needle Steering In Vivo
Alan Kuntz, Maxwell Emerson, Tayfun Efe Ertop, Inbar Fried, Mengyu Fu, Janine Hoelscher, Margaret Rox, Jason Akulian, Erin A. Gillaspie, Yueh Z. Lee, Fabien Maldonado, Robert J. Webster III, Ron Alterovitz
arXiv_RO
arXiv_RO
Action
GAN
Medical
Autonomous
PDF
2022-11-04
Generalizability of Deep Adult Lung Segmentation Models to the Pediatric Population: A Retrospective Study
Sivaramakrishnan Rajaraman, Feng Yang, Ghada Zamzmi, Zhiyun Xue, Sameer Antani
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Contour
Medical
PDF
2022-11-04
High-Resolution Boundary Detection for Medical Image Segmentation with Piece-Wise Two-Sample T-Test Augmented Loss
Yucong Lin, Jinhua Su, Yuhang Li, Yuhao Wei, Hanchao Yan, Saining Zhang, Jiaan Luo, Danni Ai, Hong Song, Jingfan Fan, Tianyu Fu, Deqiang Xiao, Feifei Wang, Jue Hou, Jian Yang
arXiv_CV
arXiv_CV
Segmentation
Pose
Boundary_Detection
Classification
Deep_Learning
Detection
Medical
PDF
2022-11-04
ISA-Net: Improved spatial attention network for PET-CT tumor segmentation
Zhengyong Huang, Sijuan Zou, Guoshuai Wang, Zixiang Chen, Hao Shen, Haiyan Wang, Na Zhang, Lu Zhang, Fan Yang, Haining Wangg, Dong Liang, Tianye Niu, Xiaohua Zhuc, Zhanli Hua
arXiv_CV
arXiv_CV
Segmentation
Knowledge
Pose
Deep_Learning
Attention
Medical
PDF
2022-11-04
Federated Multilingual Models for Medical Transcript Analysis
Andre Manoel, Mirian Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Dan Miller, Danny Karmon, Robert Sim, Dimitrios Dimitriadis
arXiv_CL
arXiv_CL
Pose
Medical
PDF
2022-11-03
Improving Semi-supervised Deep Learning by using Automatic Thresholding to Deal with Out of Distribution Data for COVID-19 Detection using Chest X-ray Images
Isaac Benavides-Mata, Saul Calderon-Ramirez
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Detection
Object_Detection
Medical
PDF
2022-11-03
Deep meta-learning for the selection of accurate ultrasound based breast mass classifier
Michal Byra, Piotr Karwat, Ivan Ryzhankow, Piotr Komorowski, Ziemowit Klimonda, Lukasz Fura, Anna Pawlowska, Norbert Zolek, Jerzy Litniewski
arXiv_CV
arXiv_CV
Pose
Classification
Medical
PDF
2022-11-03
Analysing the effectiveness of a generative model for semi-supervised medical image segmentation
Margherita Rosnati, Fabio De Sousa Ribeiro, Miguel Monteiro, Daniel Coelho de Castro, Ben Glocker
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Pose
Quantitative
GAN
Medical
PDF
2022-11-03
Using U-Net Network for Efficient Brain Tumor Segmentation in MRI Images
Jason Walsh, Alice Othmani, Mayank Jain, Soumyabrata Dev
arXiv_CV
arXiv_CV
Segmentation
Pose
Medical
PDF
2022-11-03
Computed tomography coronary angiogram images, annotations and associated data of normal and diseased arteries
Ramtin Gharleghi, Dona Adikari, Katy Ellenberger, Mark Webster, Chris Ellis, Arcot Sowmya, Sze-Yuan Ooi, Susann Beier
arXiv_CV
arXiv_CV
Reconstruction
Segmentation
3D
Knowledge
Pose
Medical
PDF
2022-11-03
MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation
Jiacheng Ruan, Suncheng Xiang, Mingye Xie, Ting Liu, Yuzhuo Fu
arXiv_CV
arXiv_CV
Segmentation
Pose
Attention
Medical
PDF
2022-11-03
$mathcal{X}$-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing
Xinzhe Luo, Xiahai Zhuang
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Medical
PDF
2022-11-03
Using Large Pre-Trained Language Model to Assist FDA in Premarket Medical Device
Zongzhe Xu
arXiv_AI
arXiv_AI
Transformer
Embedding
Pose
Classification
Medical
Language_Model
PDF
2022-11-02
The Need for Medically Aware Video Compression in Gastroenterology
Joel Shor, Nick Johnston
arXiv_CV
arXiv_CV
Pose
Detection
Object_Detection
Medical
PDF
2022-11-02
CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation
Jun Wang, Abhir Bhalerao, Terry Yin, Simon See, Yulan He
arXiv_CV
arXiv_CV
Pose
Attention
Medical
PDF
2022-11-02
Generation of Anonymous Chest Radiographs Using Latent Diffusion Models for Training Thoracic Abnormality Classification Systems
Kai Packhäuser, Lukas Folle, Florian Thamm, Andreas Maier
arXiv_CV
arXiv_CV
Pose
Classification
Deep_Learning
Detection
Re-identification
Medical
PDF
2022-11-02
DC-cycleGAN: Bidirectional CT-to-MR Synthesis from Unpaired Data
Jiayuan Wang, Q. M. Jonathan Wu, Farhad Pourpanah
arXiv_CV
arXiv_CV
Pose
GAN
Medical
PDF
2022-11-02
CircleSnake: Instance Segmentation with Circle Representation
Ethan H. Nguyen, Haichun Yang, Zuhayr Asad, Ruining Deng, Agnes B. Fogo, Yuankai Huo
arXiv_CV
arXiv_CV
Segmentation
Knowledge
Pose
Detection
Contour
Object_Detection
Medical
PDF
2022-11-02
AI Ethics in Smart Healthcare
Sudeep Pasricha
arXiv_AI
arXiv_AI
Review
Medical
Recommendation
PDF
2022-11-02
An Easy-to-use and Robust Approach for the Differentially Private De-Identification of Clinical Textual Documents
Yakini Tchouka, Jean-François Couchot, David Laiymani
arXiv_AI
arXiv_AI
Recognition
Pose
Medical
PDF
2022-11-02
Style Augmentation improves Medical Image Segmentation
Kevin Ginsburger
arXiv_CV
arXiv_CV
Segmentation
Classification
Deep_Learning
Medical
CNN
PDF
2022-11-02
Explainable AI over the Internet of Things: Overview, State-of-the-Art and Future Directions
Senthil Kumar Jagatheesaperumal, Quoc-Viet Pham, Rukhsana Ruby, Zhaohui Yang, Chunmei Xu, Zhaoyang Zhang
arXiv_AI
arXiv_AI
Enhancement
Survey
Medical
Inference
PDF
2022-11-02
Spot the fake lungs: Generating Synthetic Medical Images using Neural Diffusion Models
Hazrat Ali, Shafaq Murad, Zubair Shah
arXiv_AI
arXiv_AI
Knowledge
Medical
PDF
2022-11-02
Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach
Kaiwen Yang, Yanchao Sun, Jiahao Su, Fengxiang He, Xinmei Tian, Furong Huang, Tianyi Zhou, Dacheng Tao
arXiv_CV
arXiv_CV
Represenation_Learning
Knowledge
Adversarial
Pose
Deep_Learning
Medical
Autonomous
PDF
2022-11-02
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images
Serban Stan, Mohammad Rostami
arXiv_CV
arXiv_CV
Segmentation
Embedding
Unsupervised
Semantic_Segmentation
Knowledge
Pose
Medical
PDF
2022-11-01
Self-supervised Physics-based Denoising for Computed Tomography
Elvira Zainulina, Alexey Chernyavskiy, Dmitry V. Dylov
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Deep_Learning
Denoising
Medical
PDF
2022-11-01
MedSegDiff: Medical Image Segmentation with Diffusion Probabilistic Model
Junde Wu, Huihui Fang, Yu Zhang, Yehui Yang, Yanwu Xu
arXiv_CV
arXiv_CV
Segmentation
Super_Resolution
Pose
Detection
Attention
Medical
PDF
2022-11-01
Fine-tuned Generative Adversarial Network-based Model for Medical Images Super-Resolution
Alireza Aghelan, Modjtaba Rouhani
arXiv_CV
arXiv_CV
Transfer_Learning
Super_Resolution
Adversarial
Pose
GAN
Medical
PDF
2022-11-01
RGMIM: Region-Guided Masked Image Modeling for COVID-19 Detection
Guang Li, Ren Togo, Takahiro Ogawa, Miki Haseyama
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Detection
Medical
PDF
2022-11-01
Exploring Structure-Wise Uncertainty for 3D Medical Image Segmentation
Anton Vasiliuk, Daria Frolova, Mikhail Belyaev, Boris Shirokikh
arXiv_CV
arXiv_CV
Segmentation
3D
Pose
Deep_Learning
Detection
Medical
PDF
2022-11-01
Angular upsampling in diffusion MRI using contextual HemiHex sub-sampling in q-space
Abrar Faiyaz, Md Nasir Uddin, Giovanni Schifitto
arXiv_CV
arXiv_CV
Pose
Deep_Learning
Medical
Inference
PDF
2022-10-31
Xtreme Margin: A Tunable Loss Function for Binary Classification Problems
Rayan Wali
arXiv_AI
arXiv_AI
Optimization
Classification
Detection
Medical
PDF
2022-10-31
Improving Fairness in Image Classification via Sketching
Ruichen Yao, Ziteng Cui, Xiaoxiao Li, Lin Gu
arXiv_CV
arXiv_CV
Sketch
Pose
Classification
Medical
Image_Classification
Prediction
PDF
2022-10-31
minoHealth.ai: A Clinical Evaluation Of Deep Learning Systems For the Diagnosis of Pleural Effusion and Cardiomegaly In Ghana, Vietnam and the United States of America
Darlington Akogo, Issah Abubakari Samori, Bashiru Babatunde Jimah, Dorothea Akosua Anim, Yaw Boateng Mensah, Benjamin Dabo Sarkodie
arXiv_CV
arXiv_CV
Deep_Learning
Medical
PDF
2022-10-31
Rethinking Generalization: The Impact of Annotation Style on Medical Image Segmentation
Brennan Nichyporuk, Jillian Cardinell, Justin Szeto, Raghav Mehta, Jean-Pierre R. Falet, Douglas L. Arnold, Sotirios A. Tsaftaris, Tal Arbel
arXiv_CV
arXiv_CV
Segmentation
Pose
Detection
Medical
Prediction
PDF
2022-10-30
Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation
Ehsan Khodapanah Aghdam, Reza Azad, Maral Zarvani, Dorit Merhof
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Attention
Medical
CNN
PDF
2022-10-30
Medical Codes Prediction from Clinical Notes: From Human Coders to Machines
Byung-Hak Kim
arXiv_CL
arXiv_CL
Transformer
Deep_Learning
GAN
Medical
Prediction
PDF
2022-10-29
Multi-Scale Fusion Methodologies for Head and Neck Tumor Segmentation
Abhishek Srivastava, Debesh Jha, Bulent Aydogan, Mohamed E.Abazeed, Ulas Bagci
arXiv_CV
arXiv_CV
Segmentation
Deep_Learning
GAN
Medical
PDF
2022-10-29
A Comparative Study of Graph Neural Networks for Shape Classification in Neuroimaging
Nairouz Shehata, Wulfie Bain, Ben Glocker
arXiv_CV
arXiv_CV
Classification
Deep_Learning
Detection
Medical
CNN
PDF
2022-10-29
2D and 3D CT Radiomic Features Performance Comparison in Characterization of Gastric Cancer: A Multi-center Study
Lingwei Meng, Di Dong, Xin Chen, Mengjie Fang, Rongpin Wang, Jing Li, Zaiyi Liu, Jie Tian
arXiv_CV
arXiv_CV
3D
Medical
PDF
2022-10-29
CMT: Interpretable Model for Rapid Recognition Pneumonia from Chest X-Ray Images by Fusing Low Complexity Multilevel Attention Mechanism
Shengchao Chen, Sufen Ren, Guanjun Wang, Mengxing Huang, Chenyang Xue
arXiv_CV
arXiv_CV
Transformer
Recognition
Sparse
Pose
Deep_Learning
Relation
Attention
Medical
CNN
Inference
PDF
2022-10-29
Region of Interest Detection in Melanocytic Skin Tumor Whole Slide Images
Yi Cui, Yao Li, Jayson R. Miedema, Sherif Farag, J.S. Marron, Nancy E. Thomas
arXiv_CV
arXiv_CV
Pose
Classification
Detection
Medical
Prediction
PDF
2022-10-28
SEMPAI: a Self-Enhancing Multi-Photon Artificial Intelligence for prior-informed assessment of muscle function and pathology
Alexander Mühlberg, Paul Ritter, Simon Langer, Chloë Goossens, Stefanie Nübler, Dominik Schneidereit, Oliver Taubmann, Felix Denzinger, Dominik Nörenberg, Michael Haug, Wolfgang H. Goldmann, Andreas K. Maier, Oliver Friedrich, Lucas Kreiss
arXiv_CV
arXiv_CV
Deep_Learning
Medical
Prediction
PDF
2022-10-28
Federated Learning for Chronic Obstructive Pulmonary Disease Classification with Partial Personalized Attention Mechanism
Yiqing Shen, Baiyun Liu, Ruize Yu, Yudong Wang, Shaokang Wang, Jiangfen Wu, Weidao Chen
arXiv_CV
arXiv_CV
Transformer
Regularization
Knowledge
Pose
Classification
Deep_Learning
Attention
Medical
CNN
PDF
2022-10-28
A Survey on Causal Representation Learning and Future Work for Medical Image Analysis
Changjie Lu
arXiv_CV
arXiv_CV
Transfer_Learning
Represenation_Learning
Pose
Survey
Relation
Medical
Inference
PDF
2022-10-28
IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels
Shrajan Bhandary, Zahra Babaiee, Dejan Kostyszyn, Tobias Fechter, Constantinos Zamboglou, Anca-Ligia Grosu, Radu Grosu
arXiv_CV
arXiv_CV
Segmentation
3D
GAN
Medical
CNN
PDF
2022-10-28
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?
Byung-Hak Kim, Zhongfen Deng, Philip S. Yu, Varun Ganapathi
arXiv_AI
arXiv_AI
Transformer
Knowledge
Deep_Learning
Attention
Medical
Autonomous
Prediction
PDF
2022-10-28
M$^3$Care: Learning with Missing Modalities in Multimodal Healthcare Data
Chaohe Zhang, Xu Chu, Liantao Ma, Yinghao Zhu, Yasha Wang, Jiangtao Wang, Junfeng Zhao
arXiv_AI
arXiv_AI
Knowledge
Pose
Medical
PDF
2022-10-27
Towards Reliable Zero Shot Classification in Self-Supervised Models with Conformal Prediction
Bhawesh Kumar, Anil Palepu, Rudraksh Tuwani, Andrew Beam
arXiv_CV
arXiv_CV
Zero-Shot
Self-Supervised
Pose
Classification
Detection
Medical
Caption
Prediction
PDF
2022-10-27
ACES: Translation Accuracy Challenge Sets for Evaluating Machine Translation Metrics
Chantal Amrhein, Nikita Moghe, Liane Guillou
arXiv_CL
arXiv_CL
Embedding
Knowledge
Face
Relation
Medical
Recommendation
PDF
2022-10-27
UNet-2022: Exploring Dynamics in Non-isomorphic Architecture
Jiansen Guo, Hong-Yu Zhou, Liansheng Wang, Yizhou Yu
arXiv_CV
arXiv_CV
Segmentation
Pose
Attention
GAN
Medical
PDF
2022-10-27
Terminology-aware Medical Dialogue Generation
Chen Tang, Hongbo Zhang, Tyler Loakman, Chenghua Lin, Frank Guerin
arXiv_CL
arXiv_CL
Recognition
Knowledge
Pose
Attention
Medical
Language_Model
PDF
2022-10-27
Masked Transformer for image Anomaly Localization
Axel De Nardin, Pankaj Mishra, Gian Luca Foresti, Claudio Piciarelli
arXiv_AI
arXiv_AI
Transformer
Reconstruction
Embedding
Pose
Deep_Learning
Detection
Medical
PDF
2022-10-27
Layer-wise Shared Attention Network on Dynamical System Perspective
Zhongzhan Huang, Senwei Liang, Mingfu Liang, Weiling He, Liang Lin
arXiv_AI
arXiv_AI
Regularization
Pose
Classification
Detection
Relation
Object_Detection
Attention
Medical
Image_Classification
PDF
2022-10-27
Meta-Learning Initializations for Interactive Medical Image Registration
Zachary M.C. Baum, Yipeng Hu, Dean Barratt
arXiv_CV
arXiv_CV
3D
Sparse
Pose
Action
Medical
Inference
PDF
2022-10-27
Leveraging knowledge graphs to update scientific word embeddings using latent semantic imputation
Jason Hoelscher-Obermaier, Edward Stevinson, Valentin Stauber, Ivaylo Zhelev, Victor Botev, Ronin Wu, Jeremy Minton
arXiv_CL
arXiv_CL
Embedding
Knowledge
Knowledge_Graph
Medical
PDF
2022-10-27
Multi-view Contrastive Learning with Additive Margin for Adaptive Nasopharyngeal Carcinoma Radiotherapy Prediction
Jiabao Sheng, Yuanpeng Zhang, Jing Cai, Sai-Kit Lam, Zhe Li, Jiang Zhang, Xinzhi Teng
arXiv_CV
arXiv_CV
Embedding
Pose
Contrastive_Learning
Medical
Prediction
PDF
2022-10-27
FAS-UNet: A Novel FAS-driven Unet to Learn Variational Image Segmentation
Hui Zhu, Shi Shu, Jianping Zhang
arXiv_AI
arXiv_AI
Segmentation
Pose
Action
Quantitative
Deep_Learning
Medical
PDF
2022-10-27
Accelerating Diffusion Models via Pre-segmentation Diffusion Sampling for Medical Image Segmentation
Xutao Guo, Yanwu Yang, Chenfei Ye, Shang Lu, Yang Xiang, Ting Ma
arXiv_CV
arXiv_CV
Segmentation
Pose
Denoising
Medical
Inference
Prediction
PDF
2022-10-26
IDEAL: Improved DEnse locAL Contrastive Learning for Semi-Supervised Medical Image Segmentation
Hritam Basak, Soumitri Chattopadhyay, Rohit Kundu, Sayan Nag, Rammohan Mallipeddi
arXiv_CV
arXiv_CV
Transformer
Segmentation
Regularization
Self-Supervised
Pose
Contrastive_Learning
Medical
CNN
PDF
2022-10-26
Efficient Use of Large Pre-Trained Models for Low Resource ASR
Peter Vieting, Christoph Lüscher, Julian Dierkes, Ralf Schlüter, Hermann Ney
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Recognition
Represenation_Learning
Speech
Speech_Recognition
Medical
PDF
2022-10-26
Synthetic Tumors Make AI Segment Tumors Better
Qixin Hu, Junfei Xiao, Yixiong Chen, Shuwen Sun, Jie-Neng Chen, Alan Yuille, Zongwei Zhou
arXiv_CV
arXiv_CV
Segmentation
Detection
Medical
PDF
2022-10-26
BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples
Mohaddeseh Bastan, Mihai Surdeanu, Niranjan Balasubramanian
arXiv_CL
arXiv_CL
Adversarial
Action
Medical
Inference
PDF
2022-10-26
How precise are performance estimates for typical medical image segmentation tasks?
Rosana El Jurdi, Olivier Colliot
arXiv_CV
arXiv_CV
Segmentation
Deep_Learning
Medical
PDF
2022-10-26
Super-Resolution Based Patch-Free 3D Medical Image Segmentation with Self-Supervised Guidance
Hongyi Wang, Lanfen Lin, Hongjie Hu, Qingqing Chen, Yinhao Li, Yutaro Iwamoto, Xian-Hua Han, Yen-Wei Chen, Ruofeng Tong
arXiv_CV
arXiv_CV
Segmentation
Semantic_Segmentation
Super_Resolution
3D
Restoration
Self-Supervised
Pose
Medical
CNN
Inference
PDF
2022-10-26
Provable Safe Reinforcement Learning with Binary Feedback
Andrew Bennett, Dipendra Misra, Nathan Kallus
arXiv_AI
arXiv_AI
Reinforcement_Learning
Action
Medical
PDF
2022-10-26
Adversarially Robust Medical Classification via Attentive Convolutional Neural Networks
Isaac Wasserman
arXiv_CV
arXiv_CV
Adversarial
Classification
Detection
Attention
Medical
CNN
PDF
2022-10-25
An Intelligent Decision Support Ensemble Voting Model for Coronary Artery Disease Prediction in Smart Healthcare Monitoring Environments
Anas Maach, Jamila Elalami, Noureddine Elalami, El Houssine El Mazoudi
arXiv_AI
arXiv_AI
Pose
Classification
Detection
Medical
Prediction
PDF
2022-10-25
Similarity between Units of Natural Language: The Transition from Coarse to Fine Estimation
Wenchuan Mu
arXiv_CL
arXiv_CL
Adversarial
Pose
Attention
Medical
PDF
2022-10-25
MEW-UNet: Multi-axis representation learning in frequency domain for medical image segmentation
Jiacheng Ruan, Mingye Xie, Suncheng Xiang, Ting Liu, Yuzhuo Fu
arXiv_CV
arXiv_CV
Transformer
Segmentation
Represenation_Learning
Knowledge
Pose
Attention
Medical
PDF
2022-10-25
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data
Huy Hoang Nguyen, Matthew B. Blaschko, Simo Saarakkala, Aleksei Tiulpin
arXiv_CV
arXiv_CV
Transformer
Knowledge
Pose
Face
Classification
Medical
Prediction
PDF
2022-10-25
How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling
Samuel Cahyawijaya, Bryan Wilie, Holy Lovenia, Huan Zhong, MingQian Zhong, Yuk-Yu Nancy Ip, Pascale Fung
arXiv_CL
arXiv_CL
Medical
Language_Model
PDF
2022-10-25
Stable deep MRI reconstruction using Generative Priors
Martin Zach, Florian Knoll, Thomas Pock
arXiv_CV
arXiv_CV
Reconstruction
Unsupervised
Pose
Deep_Learning
Medical
PDF
2022-10-25
Does Medical Imaging learn different Convolution Filters?
Paul Gavrikov, Janis Keuper
arXiv_CV
arXiv_CV
Transformer
Medical
PDF
2022-10-25
Worst-Case Adaptive Submodular Cover
Jing Yuan, Shaojie Tang
arXiv_AI
arXiv_AI
Medical
PDF
2022-10-25
ConnectedUNets++: Mass Segmentation from Whole Mammographic Images
Prithul Sarker, Sushmita Sarker, George Bebis, Alireza Tavakkoli
arXiv_CV
arXiv_CV
Segmentation
Knowledge
Pose
Deep_Learning
Medical
PDF
2022-10-24
MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data
Dennis Hartmann, Verena Schmid, Philip Meyer, Iñaki Soto-Rey, Dominik Müller, Frank Kramer
arXiv_CV
arXiv_CV
Segmentation
Pose
Medical
PDF
2022-10-24
Human-centered XAI for Burn Depth Characterization
Maxwell J. Jacobson, Daniela Chanci Arrubla, Maria Romeo Tricas, Gayle Gordillo, Yexiang Xue, Chandan Sen, Juan Wachs
arXiv_AI
arXiv_AI
Knowledge
Pose
Classification
Medical
PDF
2022-10-24
Development of Hybrid ASR Systems for Low Resource Medical Domain Conversational Telephone Speech
Christoph Lüscher, Mohammad Zeineldeen, Zijian Yang, Peter Vieting, Khai Le-Duc, Weiyue Wang, Ralf Schlüter, Hermann Ney
arXiv_CL
arXiv_CL
Speech
Pose
Action
Medical
PDF
2022-10-24
Large Batch and Patch Size Training for Medical Image Segmentation
Junya Sato, Shoji Kido
arXiv_CV
arXiv_CV
Segmentation
3D
Relation
GAN
Medical
PDF
2022-10-24
Deep Kronecker Network
Long Feng, Guang Yang
arXiv_CV
arXiv_CV
Pose
Classification
Medical
CNN
Prediction
PDF
2022-10-24
Unsupervised Term Extraction for Highly Technical Domains
Francesco Fusco, Peter Staar, Diego Antognini
arXiv_AI
arXiv_AI
Transformer
Unsupervised
Knowledge
Action
Medical
Inference
PDF
2022-10-24
Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data
Nabeel Seedat, Jonathan Crabbé, Ioana Bica, Mihaela van der Schaar
arXiv_AI
arXiv_AI
Pose
Face
Medical
Prediction
PDF
2022-10-24
CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network
Fenghe Tang, Lingtao Wang, Chunping Ning, Min Xian, Jianrui Ding
arXiv_CV
arXiv_CV
Segmentation
Salient
Pose
Attention
Medical
CNN
PDF
2022-10-24
Enhancing Label Consistency on Document-level Named Entity Recognition
Minbyul Jeong, Jaewoo Kang
arXiv_AI
arXiv_AI
Recognition
Medical
Prediction
PDF
2022-10-23
Delving into Masked Autoencoders for Multi-Label Thorax Disease Classification
Junfei Xiao, Yutong Bai, Alan Yuille, Zongwei Zhou
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Transfer_Learning
Self-Supervised
Classification
Medical
CNN
PDF
2022-10-23
Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions
Fenglin Liu, Bang Yang, Chenyu You, Xian Wu, Shen Ge, Zhangdaihong Liu, Xu Sun, Yang Yang, David A. Clifton
arXiv_CL
arXiv_CL
Knowledge
Review
Pose
Medical
PDF
2022-10-23
On Cross-Domain Pre-Trained Language Models for Clinical Text Mining: How Do They Perform on Data-Constrained Fine-Tuning?
Yuping Wu, Lifeng Han, Valerio Antonini, Goran Nenadic
arXiv_AI
arXiv_AI
Transformer
Recognition
Bert
Medical
Language_Model
PDF
2022-10-23
Artificial Intelligence-Based Methods for Fusion of Electronic Health Records and Imaging Data
Farida Mohsen, Hazrat Ali, Nady El Hajj, Zubair Shah
arXiv_AI
arXiv_AI
Review
Deep_Learning
Medical
Prediction
PDF
2022-10-23
Feedback Assisted Adversarial Learning to Improve the Quality of Cone-beam CT Images
Takumi Hase, Megumi Nakao, Mitsuhiro Nakamura, Tetsuya Matsuda
arXiv_CV
arXiv_CV
Unsupervised
Adversarial
Pose
Relation
Attention
Medical
PDF
2022-10-22
PHEE: A Dataset for Pharmacovigilance Event Extraction from Text
Zhaoyue Sun, Jiazheng Li, Gabriele Pergola, Byron C. Wallace, Bino John, Nigel Greene, Joseph Kim, Yulan He
arXiv_CL
arXiv_CL
Action
Medical
Language_Model
PDF
2022-10-22
JoJoNet: Joint-contrast and Joint-sampling-and-reconstruction Network for Multi-contrast MRI
Lin Zhao, Xiao Chen, Eric Z. Chen, Yikang Liu, Dinggang Shen, Terrence Chen, Shanhui Sun
arXiv_CV
arXiv_CV
Reconstruction
Pose
Relation
Medical
PDF
2022-10-22
Diversity-Promoting Ensemble for Medical Image Segmentation
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron
arXiv_CV
arXiv_CV
Segmentation
Pose
Deep_Learning
Relation
Medical
PDF
2022-10-22
MS-DC-UNeXt: An MLP-based Multi-Scale Feature Learning Framework For X-ray Images
Yuanyuan Jia, Xiaoyu Pan
arXiv_CV
arXiv_CV
Transformer
Segmentation
Pose
Deep_Learning
Medical
PDF
2022-10-21
A Dataset for Plain Language Adaptation of Biomedical Abstracts
Kush Attal, Brian Ondov, Dina Demner-Fushman
arXiv_AI
arXiv_AI
Pose
Deep_Learning
Medical
PDF
2022-10-21
Imbalanced Classification in Medical Imaging
Le Peng, Yash Travadi, Rui Zhang, Ying Cui, Ju Sun
arXiv_CV
arXiv_CV
Pose
Classification
Medical
Image_Classification
PDF
2022-10-21
Improving the Factual Correctness of Radiology Report Generation with Semantic Rewards
Jean-Benoit Delbrouck, Pierre Chambon, Christian Bluethgen, Emily Tsai, Omar Almusa, Curtis P. Langlotz
arXiv_AI
arXiv_AI