TorchXRayVision: A library of chest X-ray datasets and models
Cohen, Joseph Paul, Viviano, Joseph D., Bertin, Paul, Morrison, Paul, Torabian, Parsa, Guarrera, Matteo, Lungren, Matthew P, Chaudhari, Akshay, Brooks, Rupert, Hashir, Mohammad, Bertrand, Hadrien
–arXiv.org Artificial Intelligence
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.
arXiv.org Artificial Intelligence
Oct-31-2021
- Country:
- North America
- Canada > Quebec (0.14)
- United States > California (0.14)
- North America
- Genre:
- Research Report (0.66)
- Industry:
- Health & Medicine
- Diagnostic Medicine > Imaging (1.00)
- Nuclear Medicine (0.69)
- Therapeutic Area > Pulmonary/Respiratory Diseases (0.94)
- Health & Medicine
- Technology:
- Information Technology
- Artificial Intelligence > Machine Learning
- Neural Networks > Deep Learning (0.88)
- Performance Analysis > Accuracy (0.68)
- Data Science (1.00)
- Software (1.00)
- Artificial Intelligence > Machine Learning
- Information Technology