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patient risk stratification

4 papers

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Co-occurring keywords

risk stratification (16) time-series classification (17) hospital-acquired infection (1) risk processes (1) clostridium difficile (1) hospital acquired infection (1) dataset shift (15) long short-term memory (748) recurrent neural network (1790) feature engineering (226)

Papers

Mind the Performance Gap: Examining Dataset Shift During Prospective Validation MLHC 2021
Relaxed Parameter Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series MLHC 2019
Patient Risk Stratification with Time-Varying Parameters: A Multitask Learning Approach JMLR 2016
Patient Risk Stratification for Hospital-Associated C. diff as a Time-Series Classification Task NIPS 2012