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Multitask learning multimodal network for chronic disease prediction

Abstract Chronic diseases are a critical focus in the management of elderly health. Early disease prediction plays a vital role in achieving disease prevention and reducing the associated burden on individuals and healthcare systems. Traditionally, separate models were required to predict different...

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Principais autores: Hsinhan Tsai, Ta-Wei Yang, Tien-Yi Wu, Ya-Chi Tu, Cheng-Lung Chen, Cheng-Fu Chou
Format: Artigo
Sprog:Inglês
Udgivet: Nature Portfolio 2025-05-01
Serier:Scientific Reports
Fag:
ICD code embedding
Chronic disease
Disease incidence prediction
Multi-task learning
Multimodal network
Online adgang:https://doi.org/10.1038/s41598-025-99554-z
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