A weighted patient network-based framework for predicting chronic diseases using graph neural networks

Abstract Chronic disease prediction is a critical task in healthcare. Existing studies fulfil this requirement by employing machine learning techniques based on patient features, but they suffer from high dimensional data problems and a high level of bias. We propose a framework for predicting chron...

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Autores principales: Haohui Lu, Shahadat Uddin
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/c10890ff33224ca0be3b1354b803e761
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