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


Oct 31, 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

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* Library source code: https://github.com/mlmed/torchxrayvision 

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Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays


Feb 07, 2020
Mohammad Hashir, Hadrien Bertrand, Joseph Paul Cohen

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* Under review at MIDL 2020 

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On the limits of cross-domain generalization in automated X-ray prediction


Feb 06, 2020
Joseph Paul Cohen, Mohammad Hashir, Rupert Brooks, Hadrien Bertrand

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* Submitted to MIDL2020 

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Is graph-based feature selection of genes better than random?


Nov 19, 2019
Mohammad Hashir, Paul Bertin, Martin Weiss, Vincent Frappier, Theodore J. Perkins, Geneviève Boucher, Joseph Paul Cohen

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* Accepted to the Machine Learning in Computational Biology (MLCB) meeting 2019. 7 pages. 4 figures 

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Towards unstructured mortality prediction with free-text clinical notes


Nov 19, 2019
Mohammad Hashir, Rapinder Sawhney

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Is graph biased feature selection of genes better than random?


Oct 21, 2019
Mohammad Hashir, Paul Bertin, Martin Weiss, Vincent Frappier, Theodore Perkins, Geneviève Boucher, Joseph Paul Cohen

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* Submitted to Machine Learning in Computational Biology (MLCB) meeting 2019. 7 pages, 4 figures, preprint 

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Analysis of Gene Interaction Graphs for Biasing Machine Learning Models


May 06, 2019
Paul Bertin, Mohammad Hashir, Martin Weiss, Geneviève Boucher, Vincent Frappier, Joseph Paul Cohen

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* Submitted to ICML Workshop on Computational Biology 

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Do Lateral Views Help Automated Chest X-ray Predictions?


Apr 17, 2019
Hadrien Bertrand, Mohammad Hashir, Joseph Paul Cohen

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* 3 pages and 1 figure. Under review as extended abstract at MIDL 2019 

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