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1
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

2
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

3
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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