Multiple states clustering analysis (MSCA), an unsupervised approach to multiple time-to-event electronic health records applied to multimorbidity associated with myocardial infarction

Multiple states clustering analysis (MSCA), an unsupervised approach to multiple time-to-event electronic health records applied to multimorbidity associated with myocardial infarction

Abstract Multimorbidity is characterized by the accrual of two or more long-term conditions (LTCs) in an individual. This state of health is increasingly prevalent and poses public health challenges. Adapting approaches to effectively analyse electronic health records is needed to better understand...

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Bibliographic Details
Main Authors: Marc Delord, Abdel Douiri
Format: Article
Language:English
Published: BMC 2025-02-01
Series:BMC Medical Research Methodology
Subjects:
Electronic health records
Multiple state analysis
Jaccard dissimilarity index
Ward clustering
Multimorbidity
Myocardial infarction
Online Access:https://doi.org/10.1186/s12874-025-02476-7
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https://doi.org/10.1186/s12874-025-02476-7

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