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eTREE: Learning Tree-structured Embeddings


Dec 20, 2020
Faisal M. Almutairi, Yunlong Wang, Dong Wang, Emily Zhao, Nicholas D. Sidiropoulos


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Representation Learning of EHR Data via Graph-Based Medical Entity Embedding


Oct 07, 2019
Tong Wu, Yunlong Wang, Yue Wang, Emily Zhao, Yilian Yuan, Zhi Yang

* 5 pages, 2 figures, NeurIPS 2019 Graph Representation Learning Workshop 

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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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Modeling Treatment Delays for Patients using Feature Label Pairs in a Time Series


Dec 03, 2018
Weiyu Huang, Yunlong Wang, Li Zhou, Emily Zhao, Yilian Yuan, Alejandro Ribero

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

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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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