Jonathan Poon
3 papers · 2018–2019 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Clinical
(1)
Core AI
(1)
Mathematics
(1)
Research
(1)
Keywords
electronic health record
(3)
non-negative tensor factorization
(2)
tensor factorization
(1)
ontology alignment
(1)
poisson factorization
(1)
recurrent neural network
(1)
clinical phenotyping
(1)
phenotype discovery
(1)
mortality prediction
(1)
hidden interaction
(1)
diagnosis prediction
(1)
patient representation
(1)
representation learning
(1)
medical concept embedding
(1)
attention mechanism
(1)
Papers
Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization
AAAI 2019
Medical Concept Embedding with Multiple Ontological Representations
IJCAI 2019
Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization
IJCAI 2018