FGRL-Net: Fine-Grained Personalized Patient Representation Learning for Clinical Risk Prediction Based on EHRs
2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC)（2023）
关键词
Electronic Health Records,Clinical Risk,Representation Learning,Clinical Prediction,Clinical Risk Prediction,Patient Representation Learning,Patterns Of Variation,Dynamic Characteristics,In-hospital Mortality,Numerical Data,Feature Dimension,Decompensation,Medical Knowledge,Correlated Features,Electronic Health Record Data,Medical Classification,Low-level Information,Time Series,Convolutional Neural Network,Acute Kidney Injury,1D Convolutional Neural Network,Numerous Features,Convolutional Neural Networks Network,Self-attention Mechanism,Characteristic Pattern,Ablation Results,Temporal Representation,Respiratory Arrest,Prediction Task
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