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patient risk stratification

4 papers

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Co-occurring keywords · papers mentioning both

risk stratification (2) hospital-acquired infection (1) risk processes (1) clostridium difficile (1) dataset shift (1) long short-term memory (1) recurrent neural network (1) feature engineering (1) electronic health record (1) model performance (1)

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 NeurIPS 2012