Development of a quantitative index system for evaluating the quality of electronic medical records in disease risk intelligent prediction

Abstract Objective This study aimed to develop and validate a quantitative index system for evaluating the data quality of Electronic Medical Records (EMR) in disease risk prediction using Machine Learning (ML). Materials and methods The index system was developed in four steps: (1) a preliminary in...

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Bibliographic Details
Published in:BMC Medical Informatics and Decision Making
Main Authors: Jiayin Zhou, Jie Hao, Mingkun Tang, Haixia Sun, Jiayang Wang, Jiao Li, Qing Qian
Format: Article
Language:English
Published: BMC 2024-06-01
Subjects:
Electronic medical record
Quality control
Data management
Machine learning
Disease risk prediction
Online Access:https://doi.org/10.1186/s12911-024-02533-z

Internet

https://doi.org/10.1186/s12911-024-02533-z

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