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Handling Missing Data with Graph Representation Learning


Oct 30, 2020
Jiaxuan You, Xiaobai Ma, Daisy Yi Ding, Mykel Kochenderfer, Jure Leskovec

* NeurIPS 2020 

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NGBoost: Natural Gradient Boosting for Probabilistic Prediction


Oct 09, 2019
Tony Duan, Anand Avati, Daisy Yi Ding, Sanjay Basu, Andrew Y. Ng, Alejandro Schuler


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Counterfactual Reasoning for Fair Clinical Risk Prediction


Jul 14, 2019
Stephen Pfohl, Tony Duan, Daisy Yi Ding, Nigam H. Shah

* Machine Learning for Healthcare 2019 

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Learning to Summarize Radiology Findings


Oct 08, 2018
Yuhao Zhang, Daisy Yi Ding, Tianpei Qian, Christopher D. Manning, Curtis P. Langlotz

* EMNLP 2018 Workshop on Health Text Mining and Information Analysis (EMNLP-LOUHI). Code and pretrained model available at: https://github.com/yuhaozhang/summarize-radiology-findings 

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The Effectiveness of Multitask Learning for Phenotyping with Electronic Health Records Data


Oct 04, 2018
Daisy Yi Ding, Chloé Simpson, Stephen Pfohl, Dave C. Kale, Kenneth Jung, Nigam H. Shah

* Pacific Symposium on Biocomputing (PSB) 2019, Hawaii, https://psb.stanford.edu/psb-online/; 13 pages, 7 figures; updated with the camera-ready version of the manuscript 

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