TorchXRayVision: A Library of Chest X-ray Datasets and Models
TorchXRayVision: A Library of Chest X-ray Datasets and Models
Jul 1, 2022·,,,,
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Joseph Paul Cohen
Joseph D. Viviano
Paul Bertin
Paul Morrison
Parsa Torabian
Matteo Guarrera
Matthew P. Lungren
Akshay Chaudhari
Rupert Brooks
Mohammad Hashir
Hadrien Bertrand
Abstract
TorchXRayVision is an open-source library that gives a single interface to chest X-ray datasets and pretrained models, so that results across datasets become comparable and reproducible. It is the most cited work I have contributed to, with 283 citations.
Type
Publication
Medical Imaging with Deep Learning (MIDL), PMLR 172:231–249