Development of a novel dementia risk prediction model in the general population: A large, longitudinal, population-based machine-learning study

Summary: Background: The existing dementia risk models are limited to known risk factors and traditional statistical methods. We aimed to employ machine learning (ML) to develop a novel dementia prediction model by leveraging a rich-phenotypic variable space of 366 features covering multiple domain...

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Bibliographic Details
Main Authors: Jia You, Ya-Ru Zhang, Hui-Fu Wang, Ming Yang, Jian-Feng Feng, Jin-Tai Yu, Wei Cheng
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:EClinicalMedicine
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2589537022003959