Cargando…

Using machine learning algorithms for predicting cognitive impairment and identifying modifiable factors among Chinese elderly people

Objectives: This study firstly aimed to explore predicting cognitive impairment at an early stage using a large population-based longitudinal survey of elderly Chinese people. The second aim was to identify reversible factors which may help slow the rate of decline in cognitive function over 3 years...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Shuojia, Wang, Weiren, Li, Xiaowen, Liu, Yafei, Wei, Jingming, Zheng, Jianguang, Wang, Yan, Ye, Birong, Zhao, Ruihui, Huang, Yu, Peng, Sixiang, Zheng, Yefeng, Zeng, Yanbing
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Aging Neuroscience
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9407018/ https://www.ncbi.nlm.nih.gov/pubmed/36034140 http://dx.doi.org/10.3389/fnagi.2022.977034

Ejemplares similares

Mitigating effects and mechanisms of Tai Chi on mild cognitive impairment in the elderly
por: Wang, Xin, et al.
Publicado: (2023)

Impact of impaired cerebral blood flow autoregulation on cognitive impairment
por: Wang, Shaoxun, et al.
Publicado: (2022)

Magnetic Resonance Imaging Markers for Cognitive Impairment in Parkinson’s Disease: Current View
por: Hou, Yanbing, et al.
Publicado: (2022)

Efficacy of Tai Chi-Style Multi-Component Exercise on Frontal-Related Cognition and Physical Health in Elderly With Amnestic Mild Cognitive Impairment
por: Yang, Shao-Yun, et al.
Publicado: (2021)

Effects of Tempeh Probiotics on Elderly With Cognitive Impairment
por: Handajani, Yvonne Suzy, et al.
Publicado: (2022)

A novel predictive strategy for the incidence of postoperative neurocognitive dysfunction in elderly patients with mild cognitive impairment
por: Liang, Yueying, et al.
Publicado: (2022)

The Effect of Modified Tai Chi Exercises on the Physical Function and Quality of Life in Elderly Women With Knee Osteoarthritis
por: Song, Jiulong, et al.
Publicado: (2022)

H(2)O(2) down-regulates SIRT7’s protective role of endothelial premature dysfunction via microRNA-335-5p
por: Liu, Yixin, et al.
Publicado: (2022)

Association of dietary patterns and sarcopenia in the elderly population: a cross-sectional study
por: Wang, Boshi, et al.
Publicado: (2023)

25-OH vitamin D threshold for optimal bone mineral density in elderly patients with chronic kidney disease
por: Roy, Debajyoti, et al.
Publicado: (2022)

The Effects of a Magic Intervention Program on Cognitive Function and Neurocognitive Performance in Elderly Individuals With Mild Cognitive Impairment
por: Lee, Kuan-Ting, et al.
Publicado: (2022)

Effects of exercise intervention on executive function of middle-aged and elderly people: A systematic review of randomized controlled trials
por: Zheng, Jian, et al.
Publicado: (2022)

Corrigendum: The Effects of a Magic Intervention Program on Cognitive Function and Neurocognitive Performance in Elderly Individuals With Mild Cognitive Impairment
por: Lee, Kuan-Ting, et al.
Publicado: (2022)

Inflammation, Immune Senescence, and Dysregulated Immune Regulation in the Elderly
por: Shive, Carey, et al.
Publicado: (2022)

A prediction model of cognitive impairment risk in elderly illiterate Chinese women
por: Chen, Zhaojing, et al.
Publicado: (2023)

Editorial: Age as an effect modifier of nutrition and health
por: Tanprasertsuk, Jirayu, et al.
Publicado: (2023)

Risk of dementia or cognitive impairment in non-alcoholic fatty liver disease: A systematic review and meta-analysis
por: Wang, Luping, et al.
Publicado: (2022)

Associations between trajectories of cardiovascular risk factor change and cognitive impairment in Chinese elderly: A nationwide cohort study
por: Duan, Xinyu, et al.
Publicado: (2023)

Forecasting the long-term trend of COVID-19 epidemic using a dynamic model
por: Sun, Jichao, et al.
Publicado: (2020)

Comparison of Methods for Algorithmic Classification of Dementia Status in the Health and Retirement Study
por: Gianattasio, Kan Z., et al.
Publicado: (2019)

Brain Surface Area Alterations Correlate With Gait Impairments in Parkinson’s Disease
por: Wei, Xuan, et al.
Publicado: (2022)

Machine Learning Decomposition of the Anatomy of Neuropsychological Deficit in Alzheimer’s Disease and Mild Cognitive Impairment
por: Dong, Ningxin, et al.
Publicado: (2022)

Immunosenescence in Childhood Cancer Survivors and in Elderly: A Comparison and Implication for Risk Stratification
por: Lázničková, Petra, et al.
Publicado: (2021)

Minimum standards for evaluating machine-learned models of high-dimensional data
por: Chen, Brian H.
Publicado: (2022)

Longitudinal real world correlation study of blood pressure and novel features of cerebral magnetic resonance angiography by artificial intelligence analysis on elderly cognitive impairment
por: Sun, Shasha, et al.
Publicado: (2023)

The non-modifiable factors age, gender, and genetics influence resistance exercise
por: Viecelli, Claudio, et al.
Publicado: (2022)

Preoperative homocysteine modifies the association between postoperative C-reactive protein and postoperative delirium
por: Ma, Xin, et al.
Publicado: (2022)

Risk factors of osteoporosis in elderly inpatients: A cross-sectional single-centre study
por: Li, Han, et al.
Publicado: (2023)

Improving the effectiveness of anti-aging modalities by using the constrained disorder principle-based management algorithms
por: Hurvitz, Noa, et al.
Publicado: (2022)

Progerin-Induced Impairment in Wound Healing and Proliferation in Vascular Endothelial Cells
por: Jiang, Yizhi, et al.
Publicado: (2022)

Identifying Cognitive Impairment in Elderly Using Coupling Functions Between Cerebral Oxyhemoglobin and Arterial Blood Pressure
por: Li, Wenhao, et al.
Publicado: (2022)

Different Cortex Activation and Functional Connectivity in Executive Function Between Young and Elder People During Stroop Test: An fNIRS Study
por: Huang, Wenhao, et al.
Publicado: (2022)

Abnormal regional homogeneity in right caudate as a potential neuroimaging biomarker for mild cognitive impairment: A resting-state fMRI study and support vector machine analysis
por: Gao, Yujun, et al.
Publicado: (2022)

Metformin Enhances B Cell Function and Antibody Responses of Elderly Individuals With Type-2 Diabetes Mellitus
por: Frasca, Daniela, et al.
Publicado: (2021)

Endoplasmic Reticulum Stress and miRNA Impairment in Aging and Age-Related Diseases
por: Demirel-Yalciner, Tugce, et al.
Publicado: (2022)

Altered Prefrontal Blood Flow Related With Mild Cognitive Impairment in Parkinson's Disease: A Longitudinal Study
por: Wang, Jian, et al.
Publicado: (2022)

Arrhythmia and other modifiable risk factors in incident dementia and MCI among elderly individuals with low educational levels in Taiwan
por: Huang, Yen-Chang, et al.
Publicado: (2022)

Impact of transcranial direct current stimulation on white matter microstructure integrity in mild cognitive impairment patients according to effect modifiers as risk factors for Alzheimer’s disease
por: Kang, Dong Woo, et al.
Publicado: (2023)

Integrative Role of Hyperbaric Oxygen Therapy on Healthspan, Age-Related Vascular Cognitive Impairment, and Dementia
por: Balasubramanian, Priya, et al.
Publicado: (2021)

Chronic blue light leads to accelerated aging in Drosophila by impairing energy metabolism and neurotransmitter levels
por: Yang, Jun, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_2unesl197dkmuj4ad26sn3ifor