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2019 CONLL CoNLL 2019

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

🌉 Interdisciplinary Bridge - Healthcare & Medicine and Machine Learning and Natural Language Processing
🧭 Keyword Pioneer - patient datum
🐣 Hot Topic Early Bird - electronic health record
🐝 Cross-Pollinator - Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio

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 datum icd-9 code clinical risk stratification icd-9 code prediction
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