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TorchXRayVision: A library of chest X-ray datasets and models

TorchXRayVision is an open source software library for working with chest X-ray datasets and deep learning models.

Year
2021
Venue
arXiv 2021
Authors
11
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Abstract onlyARXIV-DEFAULT

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arxiv.org/abs/2111.00595ARXIV-DEFAULT
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Abstract

TorchXRayVision is an open source software library for working with chest X-ray datasets and deep learning models. It provides a common interface and common pre-processing chain for a wide set of publicly available chest X-ray datasets. In addition, a number of classification and representation learning models with different architectures, trained on different data combinations, are available through the library to serve as baselines or feature extractors.

Authors

11