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Articles

SurvivEHR: a competing risks, time-to-event foundation model for multiple long-term conditions from primary care electronic health records

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By Krishna Gokhale, Aditya Acharya, Jennifer Cooper, Francesca Crowe, Leah Fitzsimmons, Thomas Jackson, Krishnarajah Nirantharakumar, Christopher W. H. Yau, Charles Gadd
| Nature Verified
Abstract Multiple long-term conditions (MLTCs), or multimorbidity—the co-occurrence of multiple chronic conditions—present a growing challenge for primary care. Existing predictive models typically focus on single outcomes and often fail to capture the temporal and competing-risk structure inherent in longitudinal electronic health records (EHRs).
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