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CC BY-NC V4.0, Open Access
Journal article
Identifying Key Factors Associated with Assistive Technology Availability for Dementia Care Using Machine Learning
Studies in health technology and informatics, Vol.327, pp.1242-1243
2025
PMID: 40380697
Abstract
This study explores the factors influencing the availability of assistive technology for people with dementia through the application of machine learning. The analysis identified key factors, including carer support, protective legislation, and access to reimbursable products from the WHO Global Health Observatory. A random forest model with high accuracy emphasises the importance of targeted resources and policies in improving dementia care infrastructure.
Details
- Title
- Identifying Key Factors Associated with Assistive Technology Availability for Dementia Care Using Machine Learning
- Authors/Creators
- Wai Hang Kwok - Edith Cowan UniversitySyed Afaq Ali Shah - Edith Cowan UniversityGuanjin Wang - Murdoch University, School of Information Technology
- Publication Details
- Studies in health technology and informatics, Vol.327, pp.1242-1243
- Publisher
- IOS Press
- Identifiers
- 991005779515407891
- Copyright
- © 2025 The Authors.
- Murdoch Affiliation
- School of Information Technology; Murdoch University
- Language
- English
- Resource Type
- Journal article
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