Patient-oriented unsupervised learning to uncover the patterns of multimorbidity associated with stroke using primary care electronic health records

Patient-oriented unsupervised learning to uncover the patterns of multimorbidity associated with stroke using primary care electronic health records

Abstract Background We aimed to identify and characterise the longitudinal patterns of multimorbidity associated with stroke. Methods We used an unsupervised patient-oriented clustering approach to analyse primary care electronic health records (EHR) of 30 common long-term conditions (LTC) in patien...

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Bibliographic Details
Main Authors: Marc Delord, Xiaohui Sun, Annastazia Learoyd, Vasa Curcin, Charles Wolfe, Mark Ashworth, Abdel Douiri
Format: Article
Language:English
Published: BMC 2024-12-01
Series:BMC Primary Care
Subjects:
Multimorbidity
Stroke
Unsupervised learning
Electronic health records
Primary health care
Life course epidemiology
Online Access:https://doi.org/10.1186/s12875-024-02636-6
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