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Tony Duan
Tony Duan
Verified email at cs.stanford.edu
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Year
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
3698*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
3512017
Ngboost: Natural gradient boosting for probabilistic prediction
T Duan, A Anand, DY Ding, KK Thai, S Basu, A Ng, A Schuler
International Conference on Machine Learning, 2690-2700, 2020
2962020
Randomized smoothing of all shapes and sizes
G Yang, T Duan, JE Hu, H Salman, I Razenshteyn, J Li
International Conference on Machine Learning, 10693-10705, 2020
1782020
Countdown regression: sharp and calibrated survival predictions
A Avati, T Duan, S Zhou, K Jung, NH Shah, AY Ng
Uncertainty in Artificial Intelligence, 145-155, 2020
602020
Counterfactual reasoning for fair clinical risk prediction
SR Pfohl, T Duan, DY Ding, NH Shah
Machine Learning for Healthcare Conference, 325-358, 2019
542019
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
462019
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