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Risk Prediction Models for Falls Among Older Adults Inpatients with Cognitive frailty: Machine Learning Study Based on Comprehensive Geriatric Assessment

2025-12-18

Abstract excerpt

<title>Abstract</title> <p>Background Falls are a major cause of disability in older adults, and cognitive frailty confers greater risk than isolated deficits. However, prediction models seldom target this subgroup. This study aimed to develop machine learning (ML)-based fall risk models for cognitively frail older adults using using Comprehensive Geriatric Assessment (CGA) data. Methods We included 814 hospita...

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Literature Corpus work
d2a3f47f-5d84-59e6-9d1b-9270dbfe5261
DOI
10.21203/rs.3.rs-8022235/v1
Open publication

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Risk Prediction Models for Falls Among Older Adults Inpatients with Cognitive frailty: Machine Learning Study Based on Comprehensive Geriatric AssessmentDOI 10.21203/rs.3.rs-8022235/v1
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