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1
Constructing Disease Network and Temporal Progression Model via Context-Sensitive Hawkes Process

Choi, Edward; Du, Nan; Chen, Robert; Song, Le; Sun, Jimeng, 2015 IEEE INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), pp.721 - 726, IEEE International Conference on Data Mining (ICDM), 2015-11

2
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks

Choi, Yoonjae; Biswal, Siddharth; Malin, Bradley; Duke, Jon; Stewart, Walter F; Sun, Jimeng, Machine Learning for Healthcare Conference 2017, MLHC, 2017-08

3
GRAM: Graph-based Attention Model for Healthcare Representation Learning

Choi, Edward; Bahadori, Mohammad Taha; Song, Le; Stewart, Walter F.; Sun, Jimeng, 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pp.787 - 795, ASSOC COMPUTING MACHINERY, 2017-08-13

4
MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare

Choi, Edward; Xiao, Cao; Stewart, Walter F.; Sun, Jimeng, 32nd Conference on Neural Information Processing Systems (NIPS), NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), 2018-12-02

5
Multi-layer Representation Learning for Medical Concepts

Choi, Edward; Bahadori, Mohammad Taha; Searles, Elizabeth; Coffey, Catherine; Thompson, Michael; Bost, James; Tejedor-Sojo, Javier; et al, 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pp.1495 - 1504, ASSOC COMPUTING MACHINERY, 2016-08-13

6
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism

Choi, Edward; Bahadori, Mohammad Taha; Kulas, Joshua A.; Schuetz, Andy; Stewart, Walter F.; Sun, Jimeng, 30th Conference on Neural Information Processing Systems (NIPS), NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), 2016-08-19

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