Matthew Churpek
2 papers · 2023–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
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The Questioner
Top co-authors
Research topics
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Core AI
(2)
Deep Learning
(1)
Machine Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
zero-shot learning
(1)
multi-task learning
(1)
domain adaptation
(1)
feature extraction
(1)
embedding learning
(1)
clinical diagnosis
(1)
diagnostic reasoning
(1)
language model
(1)
tabular data
(1)
electronic health record
(1)
medical diagnosis
(1)
multi-task training
(1)
clinical ai
(1)
medical ai
(1)
large language model
(1)
clinical language model
(1)
in-domain training
(1)
medical machine learning
(1)
problem summarization
(1)