1 code implementation • 31 Oct 2021 • 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
TorchXRayVision is an open source software library for working with chest X-ray datasets and deep learning models.
1 code implementation • MIDL 2019 • Mohammad Hashir, Hadrien Bertrand, Joseph Paul Cohen
PadChest is a large-scale chest X-ray dataset that has almost 200 labels and multiple views available.
9 code implementations • MIDL 2019 • Joseph Paul Cohen, Mohammad Hashir, Rupert Brooks, Hadrien Bertrand
This large scale study focuses on quantifying what X-rays diagnostic prediction tasks generalize well across multiple different datasets.
1 code implementation • 17 Apr 2019 • Hadrien Bertrand, Mohammad Hashir, Joseph Paul Cohen
Most convolutional neural networks in chest radiology use only the frontal posteroanterior (PA) view to make a prediction.
no code implementations • 16 Jan 2017 • Hadrien Bertrand, Matthieu Perrot, Roberto Ardon, Isabelle Bloch
Improving the model is not an easy task, due to the large number of hyper-parameters governing both the architecture and the training of the network, and to the limited understanding of their relevance.