Multimodal Machine Learning for 10-Year Dementia Risk Prediction: The Framingham Heart Study.

Huitong Ding, Amiya Mandapati, Alexander P Hamel,Cody Karjadi,Ting F A Ang,Weiming Xia,Rhoda Au,Honghuang Lin

Journal of Alzheimer's disease : JAD（2023）

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摘要

This study shows that a multimodal machine learning framework had a superior performance for 10-year dementia risk prediction. The model can be used to increase vigilance for cognitive deterioration and select high-risk individuals for early intervention and risk management.

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