Jiangtao Wang
4 papers · 2019–2021 · 2 conferences · across top CS/AI conferences
Achievements
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Keyword Pioneer
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Conference Polyglot
(2)
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Cross-Pollinator
(10)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
Conferences
AAAI (3)
IJCAI (1)
Top co-authors
Keywords
electronic medical record
(2)
representation learning
(2)
feature extraction
(1)
knowledge transfer
(1)
feature embedding
(1)
clinical prediction
(1)
disentangled representation
(1)
label sparsity
(1)
similar patient
(1)
drug-drug interaction prediction
(1)
multi-task semi-supervised learning
(1)
prognosis prediction
(1)
interpretable prediction
(1)
healthcare prediction
(1)
health status representation
(1)
biomarker variation
(1)
time-aware distribution
(1)
cohort representation
(1)
self-attention mechanism
(1)
Papers
GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients
AAAI 2021
AdaCare: Explainable Clinical Health Status Representation Learning via Scale-Adaptive Feature Extraction and Recalibration
AAAI 2020
ConCare: Personalized Clinical Feature Embedding via Capturing the Healthcare Context
AAAI 2020
MLRDA: A Multi-Task Semi-Supervised Learning Framework for Drug-Drug Interaction Prediction
IJCAI 2019