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Predicting Treatment Initiation from Clinical Time Series Data via Graph-Augmented Time-Sensitive Model


Jul 01, 2019
Fan Zhang, Tong Wu, Yunlong Wang, Yong Cai, Cao Xiao, Emily Zhao, Lucas Glass, Jimeng Sun

* 5 pages, 3 figures, accepted by ICML 2019 Time Series Workshop 

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Rare Disease Detection by Sequence Modeling with Generative Adversarial Networks


Jul 01, 2019
Kezi Yu, Yunlong Wang, Yong Cai, Cao Xiao, Emily Zhao, Lucas Glass, Jimeng Sun

* International Conference on Machine Learning (ICML) 2019 time series workshop accepted paper 

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Semi-supervised Rare Disease Detection Using Generative Adversarial Network


Dec 03, 2018
Wenyuan Li, Yunlong Wang, Yong Cai, Corey Arnold, Emily Zhao, Yilian Yuan

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

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Rare Disease Physician Targeting: A Factor Graph Approach


Jan 19, 2017
Yong Cai, Yunlong Wang, Dong Dai


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