Tony Duan
Tony Duan
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Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists
P Rajpurkar, J Irvin, RL Ball, K Zhu, B Yang, H Mehta, T Duan, D Ding, ...
PLoS medicine 15 (11), e1002686, 2018
Mura: Large dataset for abnormality detection in musculoskeletal radiographs
P Rajpurkar, J Irvin, A Bagul, D Ding, T Duan, H Mehta, B Yang, K Zhu, ...
arXiv preprint arXiv:1712.06957, 2017
Countdown regression: Sharp and calibrated survival predictions
A Avati, T Duan, K Jung, NH Shah, A Ng
arXiv preprint arXiv:1806.08324, 2018
NGBoost: Natural Gradient Boosting for Probabilistic Prediction
T Duan, A Avati, DY Ding, S Basu, AY Ng, A Schuler
arXiv preprint arXiv:1910.03225, 2019
Clinical Value of Predicting Individual Treatment Effects for Intensive Blood Pressure Therapy: A Machine Learning Experiment to Estimate Treatment Effects from Randomized …
T Duan, P Rajpurkar, D Laird, AY Ng, S Basu
Circulation: Cardiovascular Quality and Outcomes 12 (3), e005010, 2019
Randomized Smoothing of All Shapes and Sizes
G Yang, T Duan, E Hu, H Salman, I Razenshteyn, J Li
arXiv preprint arXiv:2002.08118, 2020
Missingness as Stability: Understanding the Structure of Missingness in Longitudinal EHR data and its Impact on Reinforcement Learning in Healthcare
SL Fleming, K Jeyapragasan, T Duan, D Ding, S Gombar, N Shah, ...
arXiv preprint arXiv:1911.07084, 2019
Counterfactual Reasoning for Fair Clinical Risk Prediction
S Pfohl, T Duan, DY Ding, NH Shah
arXiv preprint arXiv:1907.06260, 2019
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