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Bridging survival analysis and machine learning to improve healthy life expectancy estimation using PHR records

Abstract Healthy Life Expectancy (HLE) considers the years an individual has lived free of disease. Minimising time a population spends in ill-health will directly impact national healthcare budgets, alongside individuals’ personal quality of life. We utilise Personal Health Records (PHR), consistin...

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Principais autores: Benedict A. H. Jones, James Harmsworth King, Matthew Watson, G. Thomas Hudson, Noura Al Moubayed
Format: Artigo
Jezik:Inglês
Izdano: Nature Portfolio 2026-05-01
Serija:npj Digital Medicine
Online dostop:https://doi.org/10.1038/s41746-026-02700-8
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