Matthew P. Lungren

MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports

Alistair E. W. Johnson, Tom Pollard, Seth J. Berkowitz et al. · Scientific Data · 2019 · 1.5K citations · Full text

CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep\n Learning

Pranav Rajpurkar, Jeremy Irvin, Kaylie Zhu et al. · arXiv (Cornell University) · 2017 · 1.4K citations · Full text

Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists

Pranav Rajpurkar, Jeremy Irvin, Robyn L. Ball et al. · PLoS Medicine · 2018 · 1.3K citations · Full text

CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning

Pranav Rajpurkar, Jeremy Irvin, Kaylie Zhu et al. · arXiv (Cornell University) · 2017 · 1.3K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +17

Preparing Medical Imaging Data for Machine Learning

Martin J. Willemink, Wojciech A. Koszek, Cailin Hardell et al. · Radiology · 2020 · 906 citations · Full text