Safwan S. Halabi

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

Performance of a Deep-Learning Neural Network Model in Assessing Skeletal Maturity on Pediatric Hand Radiographs

David B. Larson, Matthew C. Chen, Matthew P. Lungren et al. · Radiology · 2017 · 448 citations

The RSNA Pediatric Bone Age Machine Learning Challenge

Safwan S. Halabi, Luciano M. Prevedello, Jayashree Kalpathy–Cramer et al. · Radiology · 2018 · 435 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

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