Daisy Yi Ding
Daisy Yi Ding
PhD Student, Stanford University
Verified email at stanford.edu
TitleCited byYear
Chexnet: Radiologist-level pneumonia detection on chest x-rays with deep learning
P Rajpurkar, J Irvin, K Zhu, B Yang, H Mehta, T Duan, D Ding, A Bagul, ...
arXiv preprint arXiv:1711.05225, 2017
4022017
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
832018
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, ...
1st Conference on Medical Imaging with Deep Learning, 2017
462017
Learning to Summarize Radiology Findings
Y Zhang, DY Ding, T Qian, CD Manning, CP Langlotz
EMNLP-LOUHI, 2018
112018
The Effectiveness of Multitask Learning for Phenotyping with Electronic Health Records Data
DY Ding, C Simpson, S Pfohl, DC Kale, K Jung, NH Shah
Pacific Symposium on Biocomputing (PSB), 2018
42018
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
2019
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
2019
Counterfactual Reasoning for Fair Clinical Risk Prediction
S Pfohl, T Duan, DY Ding, NH Shah
arXiv preprint arXiv:1907.06260, 2019
2019
Deep Learning for the Automatic Generation of Radiology Impressions from Radiology Findings
Y Zhang, DY Ding, T Qian, CP Langlotz
SIIM Conference on Machine Intelligence in Medical Imaging, 2018
2018
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