Walter Stewart
3 papers · 2016–2021 · 2 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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The Namer
π§
Keyword Pioneer
Venues
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Clinical
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types Β· Deep Learning
(1)
Techniques
(1)
Keywords
electronic health record
(3)
interpretable machine learning
(1)
medical embeddings
(1)
synthetic data generation
(1)
markov chain monte carlo
(1)
predictive modeling
(1)
recurrent neural network
(1)
variational autoencoder
(1)
interpretable model
(1)
healthcare data
(1)
amortized variational inference
(1)
predictive model
(1)
disease prediction
(1)
healthcare prediction
(1)
multi-level embedding
(1)
heart failure prediction
(1)
predictive healthcare
(1)
clinical variable
(1)
attention mechanism
(1)
clinical interpretability
(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
NeurIPS 2018
RETAIN: An Interpretable Predictive Model for Healthcare using Reverse Time Attention Mechanism
NeurIPS 2016