TD
Tony Duan
cs.LGstat.MLcs.AIcs.CVClinical Competencecs.CYcs.NEDeep Learningphysics.med-phRadiologists
On Valency
published · living versionsW_svtxnew3·v1 · currentpublished
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning
with Pranav Rajpurkar, Jeremy Irvin, Kaylie Zhu, Brandon Yang +7
1 version
Preprints & journals
9 papers in the corpus · 2017–2020Randomized Smoothing of All Shapes and Sizes2002.08118v5 · Greg Yang, Tony Duan, J. Edward Hu et al.2020 · 84 citationsarXiv
Missingness as Stability: Understanding the Structure of Missingness in Longitudinal EHR data and its Impact on Reinforcement Learning in Healthcare1911.07084v1 · Scott L. Fleming, Kuhan Jeyapragasan, Tony Duan et al.2019 · 2 citationsarXiv
Graph Embedding VAE: A Permutation Invariant Model of Graph Structure1910.08057v1 · Tony Duan, Juho Lee2019 · 1 citationarXiv
NGBoost: Natural Gradient Boosting for Probabilistic Prediction1910.03225v4 · Tony Duan, Anand Avati, Daisy Yi Ding et al.2019 · 312 citationsarXiv
Counterfactual Reasoning for Fair Clinical Risk Prediction1907.06260v1 · Stephen Pfohl, Tony Duan, Daisy Yi Ding et al.2019 · 30 citationsarXiv
Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists.30457988 · Rajpurkar, Pranav, Irvin, Jeremy, Ball, Robyn L et al.2019 · 1,447 citationsPLoS medicine. 2018;15(11):e1002686
Countdown Regression: Sharp and Calibrated Survival Predictions1806.08324v2 · Anand Avati, Tony Duan, Sharon Zhou et al.2018 · 23 citationsarXiv
MURA: Large Dataset for Abnormality Detection in Musculoskeletal Radiographs1712.06957v4 · Pranav Rajpurkar, Jeremy Irvin, Aarti Bagul et al.2017 · 254 citationsarXiv
CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning1711.05225v3 · Pranav Rajpurkar, Jeremy Irvin, Kaylie Zhu et al.2017 · 2,279 citationsarXivon Valency
Career total: 14 works. 9 are in this corpus.
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