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Assessing Revisit Risk in Emergency Department Patients: Machine Learning Approach

Assessing Revisit Risk in Emergency Department Patients: Machine Learning Approach

Studied encoding methods. a Based on Charlson Comorbidity Index. b MAP: mean arterial pressure. c HBP: high blood pressure. d LBP: low blood pressure. e Based on Chen et al [16]. f Sp O2: saturation of peripheral oxygen. g ICD-10: International Statistical Classification of Diseases, Tenth Revision. The studied data contains a mix of numerical and categorical data. Even though the studied structured data is mostly numerical, its values represent different meanings.

Wang-Chuan Juang, Zheng-Xun Cai, Chia-Mei Chen, Zhi-Hong You

JMIR AI 2025;4:e74053