Machine learning for predicting neurodegenerative diseases in the general older population: a cohort study

Machine learning for predicting neurodegenerative diseases in the general older population: a cohort study

Abstract Background In the older general population, neurodegenerative diseases (NDs) are associated with increased disability, decreased physical and cognitive function. Detecting risk factors can help implement prevention measures. Using deep neural networks (DNNs), a machine-learning algorithm co...

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Bibliographic Details
Main Authors: Gloria A. Aguayo, Lu Zhang, Michel Vaillant, Moses Ngari, Magali Perquin, Valerie Moran, Laetitia Huiart, Rejko Krüger, Francisco Azuaje, Cyril Ferdynus, Guy Fagherazzi
Format: Article
Language:English
Published: BMC 2023-01-01
Series:BMC Medical Research Methodology
Subjects:
Deep neural networks
Cox models
Parkinson disease
Alzheimer
Dementia
Prediction
Online Access:https://doi.org/10.1186/s12874-023-01837-4

Internet

https://doi.org/10.1186/s12874-023-01837-4

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