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

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 chronic diseas...

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Detalles Bibliográficos
Autores principales: Lu, Haohui, Uddin, Shahadat
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8604920/
https://www.ncbi.nlm.nih.gov/pubmed/34799627
http://dx.doi.org/10.1038/s41598-021-01964-2