In-Hospital Mortality Prediction for Heart Failure Patients Using Electronic Health Records and an Improved Bagging Algorithm
Keywords: Bagging Algorithm; Electronic Health Records; Heart Failure; Mortality Prediction; Neural Network
Document Type: Research Article
Affiliations: 1: Beijing Key Laboratory of Precision Medicine for Chronic Heart Failure, Chinese PLA General Hospital, Beijing 100853, China 2: AI Lab, Lenovo Research, Beijing 100853, China 3: Medical Big Data Center, Chinese PLA General Hospital, Beijing 100853, China 4: School of Instrument Science and Engineering, Southeast University, Nanjing 210096, China 5: Medical Assurance Department, Chinese PLA General Hospital, Beijing 100853, China 6: Department of Cardiology, Chinese PLA General Hospital, Beijing 100853, China 7: Medical Testing Center Chinese PLA General Hospital, Beijing 100853, China
Publication date: 01 May 2020
- Journal of Medical Imaging and Health Informatics (JMIHI) is a medium to disseminate novel experimental and theoretical research results in the field of biomedicine, biology, clinical, rehabilitation engineering, medical image processing, bio-computing, D2H2, and other health related areas.
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