Research

Preprints

Countdown Regression: Sharp and Calibrated Survival Predictions
Anand Avati, Tony Duan, Kenneth Jung, Nigam Shah, Andrew Ng.
Preprint, 2018. [Paper]

CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning
Pranav Rajpurkar, Jeremy Irvin, Kaylie Zhu, Brandon Yang, Hershel Mehta, Tony Duan, Daisy Ding, Aarti Bagul, Curtis Langlotz, Katie Shpanskaya, Matthew P. Lungren, Andrew Ng.
Preprint, 2018 [Paper] [Press]

Conference or Journal Papers

MURA Dataset: Towards Radiologist-Level Abnormality Detection in Musculoskeletal Radiographs
Pranav Rajpurkar, Jeremy Irvin, Aarti Bagul, Daisy Ding, Tony Duan, Hershel Mehta, Brandon Yang, Kaylie Zhu, Dillon Laird, Robyn L. Ball, Curtis Langlotz, Katie Shpanskaya, Matthew P. Lungren, Andrew Ng.
Medical Imaging with Deep Learning, 2018 [Paper] [Competition]