Community screening for dementia among older adults in China: a machine learning-based strategy
Y Zhang, J Xu, C Zhang, X Zhang, X Yuan, W Ni… - BMC Public Health, 2024 - Springer
Background Dementia is a leading cause of disability in people older than 65 years
worldwide. However, diagnosing dementia in its earliest symptomatic stages remains …
worldwide. However, diagnosing dementia in its earliest symptomatic stages remains …
Identification of Dementia & Mild Cognitive Impairment in Chinese Elderly Using Machine Learning
TT Ying, LY Zhuang, SH Xu, SF Zhang… - American Journal of …, 2024 - journals.sagepub.com
Objective To assess the role of Machine Learning (ML) in identification critical factors of
dementia and mild cognitive impairment. Methods 371 elderly individuals were ultimately …
dementia and mild cognitive impairment. Methods 371 elderly individuals were ultimately …
Is there a common latent cognitive construct for dementia estimation across two Chinese cohorts?
Y Liu, Y Wu, J Cai, Y Huang, Y Chen… - Alzheimer's & …, 2022 - Wiley Online Library
Introduction It is valuable to identify common latent cognitive constructs for dementia
prevalence estimation across Chinese aging cohorts. Methods Based on cognitive …
prevalence estimation across Chinese aging cohorts. Methods Based on cognitive …
READi-Dem: ML-powered, web-interface tool for Robust, Efficient, Affordable Diagnosis of Dementia
Background: Dementia screening tools typically involve face-to-face cognitive testing.
Indeed, this introduces an increasing burden on the clinical staff, particularly in low-resource …
Indeed, this introduces an increasing burden on the clinical staff, particularly in low-resource …
Attitudes toward dementia screening and influential factors in older adults in China
B Xue, C Luo, X Luo - Psychogeriatrics, 2023 - Wiley Online Library
Background Dementia will likely be an ongoing concern for future generations, and
according to the World Health Organization, two‐thirds of dementia cases are missed …
according to the World Health Organization, two‐thirds of dementia cases are missed …
Development and validation of new screening tool for predicting dementia risk in community-dwelling older Japanese adults
K Makino, S Lee, S Bae, I Chiba, K Harada… - Journal of Translational …, 2021 - Springer
Background Established clinical assessments for detecting dementia risk often require time,
cost, and face-to-face meetings. We aimed to develop a Simplified Telephone Assessment …
cost, and face-to-face meetings. We aimed to develop a Simplified Telephone Assessment …
A qualitative study on community general practitioners' perception of dementia screening
Y Juan, LI Shouqin, Z Zhaoxin, Z Xiubin - Chinese General Practice, 2022 - chinagp.net
Background China is seeing an increasing number of people suffering from dementia as
aging advances and life expectancy prolongs. Early diagnosis is extremely important for …
aging advances and life expectancy prolongs. Early diagnosis is extremely important for …
Develop a diagnostic tool for dementia using machine learning and non-imaging features
H Wang, L Sheng, S Xu, Y Jin, X Jin, S Qiao… - Frontiers in aging …, 2022 - frontiersin.org
Background Early identification of Alzheimer's disease or mild cognitive impairment can help
guide direct prevention and supportive treatments, improve outcomes, and reduce medical …
guide direct prevention and supportive treatments, improve outcomes, and reduce medical …
Prevalence and correlates of suspected dementia in older adults receiving primary healthcare in Wuhan, China: a multicenter cross-sectional survey
ZQ Wang, L Fei, YM Xu, F Deng… - Frontiers in Public Health, 2022 - frontiersin.org
Background Integrating the management of dementia into primary healthcare is a cost-
effective way to reduce the burden of dementia but the clinical epidemiology of dementia in …
effective way to reduce the burden of dementia but the clinical epidemiology of dementia in …
Predicting mild cognitive impairment among Chinese older adults: a longitudinal study based on long short-term memory networks and machine learning
Y Huang, Z Huang, Q Yang, H Jin, T Xu, Y Fu… - Frontiers in Aging …, 2023 - frontiersin.org
Background Mild cognitive impairment (MCI) is a transitory yet reversible stage of dementia.
Systematic, scientific and population-wide early screening system for MCI is lacking. This …
Systematic, scientific and population-wide early screening system for MCI is lacking. This …