Use of machine learning in geriatric clinical care for chronic diseases: a systematic literature review (original) (raw)
Application of machine learning in measurement of ageing and geriatric diseases: A systematic review
Ayushi Das
View PDFchevron_right
Application of machine learning approaches in predicting clinical outcomes in older adults – a systematic review and meta-analysis
Prof Prasad Nishtala
Research Square (Research Square), 2022
View PDFchevron_right
A Systematic Review on the Efficacy of Artificial Intelligence in Geriatric Healthcare: A Critical Analysis of Current Literature
Dr.imran Rangraze
Research Square (Research Square), 2023
View PDFchevron_right
Machine Learning and the Future of Medicare- Predicting Health Trends in an Aging Society
Ginoop Chennekkattu Markose
International Journal of Science and Research (IJSR), 2024
View PDFchevron_right
Artificial intelligence approaches to predicting and detecting cognitive decline in older adults: A conceptual review
Fodé camara
Psychiatry Research, 2019
View PDFchevron_right
Artificial Intelligence: An Interprofessional Perspective on Implications for Geriatric Mental Health Research and Care
Abhishek Pratap
Frontiers in Psychiatry, 2021
View PDFchevron_right
Artificial intelligence for older people receiving long-term care: a systematic review of acceptability and effectiveness studies
Hyobum Jang
The Lancet Healthy Longevity
View PDFchevron_right
Artificial Intelligence and Its Potential toImprove the Health of Older Adults
Bruce A . McClelland
Using Technology to Improve Care of Older Adults, 2017
View PDFchevron_right
Simple models for estimating dementia severity using machine learning
Michael Pazzani
Studies in health technology and informatics, 1998
View PDFchevron_right
Machine Learning-Based Routine Laboratory Variables Screening for One-Year Cognitive and Functional Decline in Individuals Aged 75+ Years: The Pietà Study
Ramon Pereira
Dementia & Neuropsychologia, 2021
View PDFchevron_right
Harnessing the Power of Machine Learning in Dementia Informatics Research: Issues, Opportunities, and Challenges
Shang-Ming Zhou
IEEE Reviews in Biomedical Engineering, 2019
View PDFchevron_right
Are we ready for artificial intelligence health monitoring in elder care?
Anita Ho
BMC Geriatrics
View PDFchevron_right
Machine learning for modeling the progression of Alzheimer disease dementia using clinical data: a systematic literature review
sayantan kumar
JAMIA Open
View PDFchevron_right
Using machine learning algorithms to guide rehabilitation planning for home care clients
Paul Stolee
2007
View PDFchevron_right
Machine Learning Approaches for the Frailty Screening: A Narrative Review
Eduarda Oliosi
International Journal of Environmental Research and Public Health
View PDFchevron_right
Future perspectives toward the early definition of a multivariate decision-support scheme employed in clinical decision making for senior citizens
Antonis Billis
Healthcare Technology Letters, 2016
View PDFchevron_right
Identifying Key Predictors of Cognitive Dysfunction in Older People Using Supervised Machine Learning Techniques: Observational Study (Preprint)
Adrian Moore
2020
View PDFchevron_right
A Framework for Performance Evaluation of Machine Learning Techniques to Predict the Decision to Choose Palliative Care in Advanced Stages of Alzheimer’s Disease
Sridevi Mutyala
2021
View PDFchevron_right
A systematic analysis of assorted machine learning classifiers to assess their potential in accurate prediction of dementia
Swaleha Zubair
Arab Gulf Journal of Scientific Research
View PDFchevron_right
Analysis of Risk Factors in Dementia Through Machine Learning
Samuel Ortega
Journal of Alzheimer's Disease, 2021
View PDFchevron_right
Artificial Intelligence Models in the Diagnosis of Adult-Onset Dementia Disorders: A Review
Giuseppe Losco
Bioengineering
View PDFchevron_right
Artificial Intelligence Approach to Psychological Wellbeing Among the Ageing Population
Srinivasan Vasan
IGI Global, 2024
View PDFchevron_right
Application of Machine Learning Methods in Nursing Home Research
Juh Shin
International Journal of Environmental Research and Public Health, 2020
View PDFchevron_right
Geriatric Medicine: Model for Computer‐Oriented Research Analysis
Sankar Das
Journal of the American Geriatrics Society, 1979
View PDFchevron_right
Machine Learning-Based Routine Laboratory Tests Predict One-Year Cognitive and Functional Decline in a Population Aged 75+ Years
Ramon Pereira
Brain Sciences, 2023
View PDFchevron_right
Artificial Intelligence in Evaluation of Permanent Impairment: New Operational Frontiers
Mariano Cingolani
Healthcare
View PDFchevron_right
Current Trends of Computational Tools in Geriatric Medicine and Frailty Management
Dr Andleeb Khan
Frontiers in Bioscience-Landmark
View PDFchevron_right
Potential applications and performance of machine learning techniques and algorithms in clinical practice: A systematic review
Hamid Merchant
International Journal of Medical Informatics, 2021
View PDFchevron_right
Reviewing Machine Learning Algorithms in the Domain of Healthcare
uttara gogate
2021
View PDFchevron_right
Predicting Onset of Dementia Using Clinical Notes and Machine Learning: Case-Control Study
Paul Bleicher
JMIR medical informatics, 2020
View PDFchevron_right