Walter Stewart
3 papers · 2016–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (2) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
The Namer
Conferences
NIPS (2)
MLHC (1)
Top co-authors
Keywords
electronic health record
(3)
interpretable machine learning
(1)
medical embeddings
(1)
synthetic data generation
(1)
markov chain monte carlo
(1)
recurrent neural network
(1)
variational autoencoder
(1)
interpretable model
(1)
healthcare datum
(1)
amortized variational inference
(1)
predictive model
(1)
disease prediction
(1)
healthcare prediction
(1)
heart failure prediction
(1)
predictive healthcare
(1)
multilevel embedding
(1)
attention mechanism
(1)
clinical variable
(1)
Papers
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders
MLHC 2021
MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare
NIPS 2018
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism
NIPS 2016