Machine learning algorithms for identifying predictive variables of mortality risk following dementia diagnosis: a longitudinal cohort study

Abstract Machine learning (ML) could have advantages over traditional statistical models in identifying risk factors. Using ML algorithms, our objective was to identify the most important variables associated with mortality after dementia diagnosis in the Swedish Registry for Cognitive/Dementia Diso...

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Bibliographic Details
Main Authors: Shayan Mostafaei, Minh Tuan Hoang, Pol Grau Jurado, Hong Xu, Lluis Zacarias-Pons, Maria Eriksdotter, Saikat Chatterjee, Sara Garcia-Ptacek
Format: Article
Language:English
Published: Nature Portfolio 2023-06-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-36362-3