Utilizing machine learning to identify fall predictors in India's aging population: findings from the LASI

Utilizing machine learning to identify fall predictors in India's aging population: findings from the LASI

Abstract Background Depression has a detrimental effect on an individual’s mental and musculoskeletal strength multiplying the risk of fall incidents. The current study aims to investigate the association between depression and falls in older adults using machine learning (ML) approach and identify...

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Bibliographic Details
Main Authors: Mrinmoy Pratim Bharadwaz, Jumi Kalita, Anandita Mitro, Aditi Aditi
Format: Article
Language:English
Published: BMC 2025-03-01
Series:BMC Geriatrics
Subjects:
Falls
Depression
Machine learning
India
Older adults
Conditional Inference trees
Online Access:https://doi.org/10.1186/s12877-025-05813-z
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https://doi.org/10.1186/s12877-025-05813-z

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