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The University of California San Francisco Preoperative Diffuse Glioma MRI Dataset

2021-08-30 22:54:12
Evan Calabrese, Javier Villanueva-Meyer, Jeffrey Rudie, Andreas Rauschecker, Ujjwal Baid, Spyridon Bakas, John Mongan, Christopher Hess, Soonmee Cha
arXiv_CV
       
Abstract

Here we present the University of California San Francisco Preoperative Diffuse Glioma MRI (UCSF-PDGM) dataset. The UCSF-PDGM dataset includes 500 subjects with histopathologically-proven diffuse gliomas who were imaged with a standardized 3 Tesla preoperative brain tumor MRI protocol featuring predominantly 3D imaging, as well as advanced diffusion and perfusion imaging techniques. The dataset also includes isocitrate dehydrogenase (IDH) mutation status for all cases and O6-methylguanine-DNA methyltransferase (MGMT) promotor methylation status for World Health Organization (WHO) grade III and IV gliomas. The UCSF-PDGM has been made publicly available in the hopes that researchers around the world will use these data to continue to push the boundaries of AI applications for diffuse gliomas.

Abstract (translated)

URL

https://arxiv.org/abs/2109.00356

PDF

https://arxiv.org/pdf/2109.00356.pdf

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