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2019 CoNLL CoNLL 2019

Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Healthcare & Medicine and Natural Language Processing
🐣 Hot Topic Early Bird - electronic health record

Authors

Tushaar Gangavarapu, Gokul S Krishnan, Sowmya Kamath S

Topics

Machine Learning > Core Methods > Classification Machine Learning > Core Methods > Clustering Machine Learning > Application Areas > Domain Adaptation Natural Language Processing > Applications > Information Extraction Healthcare & Medicine > Clinical > Medical AI Machine Learning > Learning Types > Deep Learning

Keywords

topic modeling deep neural network electronic health record clinical note coherence model risk stratification patient data icd-9 code clinical risk stratification icd-9 code prediction
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