115 citations
- Georgia Institute of TechnologyUS4 papers
- American Association of Variable Star ObserversUS1 paper
- Calar Alto ObservatoryES1 paper
- Crimean Astrophysical ObservatoryUA1 paper
- Emory UniversityUS1 paper
- Inova Design Solutions (United Kingdom)GB1 paper
- Inova Health SystemUS1 paper
- Kyoto UniversityJP1 paper
- Lasen (United States)US1 paper
- Rolling Hills ObservatoryUS1 paper
- The University of TokyoJP1 paper
- Universidad de HuelvaES1 paper
Showing 2016Show all
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cs.LG2016★ 98 cited
GRAM: Graph-based Attention Model for Healthcare Representation Learning
Edward Choi, Mohammad Taha Bahadori, Le Song +2
Deep learning methods exhibit promising performance for predictive modeling in healthcare, but two important challenges remain: -Data insufficiency:Often in healthcare predictive m…
cs.LG2016★ 115 cited
Medical Concept Representation Learning from Electronic Health Records and its Application on Heart Failure Prediction
Edward Choi, Andy Schuetz, Walter F. Stewart +1
Objective: To transform heterogeneous clinical data from electronic health records into clinically meaningful constructed features using data driven method that rely, in part, on t…