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Article

Age-dependent topic modelling of comorbidities in UK Biobank identifies disease subtypes with differential genetic risk

2022-12-02

Abstract excerpt

<title>Abstract</title> <p>Longitudinal data from electronic health records (EHR) has immense potential to improve clinical diagnoses and personalised medicine, motivating efforts to identify disease subtypes from age-dependent patient comorbidity information. We introduce an age-dependent topic modelling (ATM) method that provides a low-rank representation of longitudinal records of hundreds of distinct diseases...

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Literature Corpus work
4e7944bb-bb57-5aa3-9b08-328a12a64396
DOI
10.21203/rs.3.rs-2320352/v1
Open publication

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Age-dependent topic modelling of comorbidities in UK Biobank identifies disease subtypes with differential genetic riskDOI 10.21203/rs.3.rs-2320352/v1
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