An Electronic Medical Record-Based Risk Assessment System for Adverse Prognosis of Neurosyphilis

Abstract

The present invention discloses an electronic medical record-based risk assessment system for adverse prognosis of neurosyphilis, which belongs to the technical field of medical assessment. In the complex and specialized disease scenario of neurosyphilis, the present invention establishes a complete closed loop of data standardization, feature selection, model comparison, probability calibration, and risk stratification. It is not only used for scientific research analysis but also suitable for embedding into actual medical information systems for auxiliary assessment, and has good promotion value.

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