TorchXRayVision: A library of chest X-ray datasets and models
Abstract
TorchXRayVision is an open-source library that provides a standardized interface and pre-processing for chest X-ray datasets, along with various deep learning models for classification and feature extraction.
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.
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