Robyn L. Ball

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

Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet

Nicholas Bien, Pranav Rajpurkar, Robyn L. Ball et al. · PLoS Medicine · 2018 · 703 citations · Full text

CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison

Jeremy Irvin, Pranav Rajpurkar, Michael Ko et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 391 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Engineering +22

Impact of a deep learning assistant on the histopathologic classification of liver cancer

Amirhossein Kiani, Bora Uyumazturk, Pranav Rajpurkar et al. · npj Digital Medicine · 2020 · 289 citations · Full text

Deep Learning–Assisted Diagnosis of Cerebral Aneurysms Using the HeadXNet Model

Allison Park, Chris Chute, Pranav Rajpurkar et al. · JAMA Network Open · 2019 · 255 citations · Full text