AIMC Topic: Healthy Aging

Clear Filters Showing 1 to 10 of 23 articles

Exploring the complex associations between community public spaces and healthy aging: an explainable analysis using catboost and SHAP.

BMC public health Jul 2, 2025
BACKGROUND: As global aging accelerates, community public spaces (CPS) are increasingly recognized as vital for promoting healthy aging. However, existing research often employs linear analytical methods or focuses on single health dimensions, overlo...
Humans Machine Learning Female Aged China Residence Characteristics Boosting Machine Learning Algorithms Healthy Aging Aged, 80 and over Male Middle Aged
View on PubMed DOI

Deep learning and generative artificial intelligence in aging research and healthy longevity medicine.

Aging Jan 16, 2025
With the global population aging at an unprecedented rate, there is a need to extend healthy productive life span. This review examines how Deep Learning (DL) and Generative Artificial Intelligence (GenAI) are used in biomarker discovery, deep aging ...
Artificial Intelligence Biomarkers Animals Aging Humans Healthy Aging Deep Learning Generative Artificial Intelligence Longevity
View on PubMed DOI

Exploring Dance as a Therapeutic Approach for Parkinson Disease Through the Social Robotics for Active and Healthy Ageing (SI-Robotics): Results From a Technical Feasibility Study.

JMIR aging Jan 14, 2025
BACKGROUND: Parkinson disease (PD) is a progressive neurodegenerative disorder characterized by motor symptoms. Recently, dance has started to be considered an effective intervention for people with PD. Several findings in the literature emphasize th...
Humans Female Aged Feasibility Studies Dancing Healthy Aging Dance Therapy Parkinson Disease Male Postural Balance Robotics Middle Aged Gait Quality of Life
View on PubMed DOI

Evaluating Human-Robot Interactions to Support Healthy Aging-in-Place.

Journal of applied gerontology : the official journal of the Southern Gerontological Society Dec 16, 2024
Declines in older adults' cognitive and physical health pose challenges to maintaining their independence. Robots can improve independent living and facilitate aging-in-place. Despite recent innovations in healthcare robotics, the use of robots has n...
Robotics Independent Living Healthy Aging Aged Self Efficacy Humans
View on PubMed DOI

Machine learning methods to discover hidden patterns in well-being and resilience for healthy aging.

Journal of nursing scholarship : an official publication of Sigma Theta Tau International Honor Society of Nursing Sep 9, 2024
BACKGROUND: A whole person approach to healthy aging can provide insight into social factors that may be critical. Digital technologies, such as mobile health (mHealth) applications, hold promise to provide novel insights for healthy aging and the ab...
Telemedicine Healthy Aging Machine Learning Female Aged Middle Aged Resilience, Psychological Aged, 80 and over Male Humans
View on PubMed DOI

Digital telomere measurement by long-read sequencing distinguishes healthy aging from disease.

Nature communications Jun 18, 2024
Telomere length is an important biomarker of organismal aging and cellular replicative potential, but existing measurement methods are limited in resolution and accuracy. Here, we deploy digital telomere measurement (DTM) by nanopore sequencing to un...
Healthy Aging Humans Nanopore Sequencing Machine Learning Telomere Adult Male Female Aging Middle Aged Telomere Homeostasis Aged Telomere Shortening Young Adult
View on PubMed DOI

Artificial Intelligence and Technology for AD/ADRD and Healthy Aging: The NIA-Funded A2 Collective.

Journal of gerontological nursing Jun 1, 2024
Healthy Aging National Institute on Aging (U.S.) Aged United States Alzheimer Disease Humans Artificial Intelligence
View on PubMed DOI

Deep learning of resting-state electroencephalogram signals for three-class classification of Alzheimer's disease, mild cognitive impairment and healthy ageing.

Journal of neural engineering Jun 17, 2021
This study aimed to produce a novel deep learning (DL) model for the classification of subjects with Alzheimer's disease (AD), mild cognitive impairment (MCI) subjects and healthy ageing (HA) subjects using resting-state scalp electroencephalogram (E...
Deep Learning Cognitive Dysfunction Electroencephalography Alzheimer Disease Healthy Aging Aged, 80 and over Adult Middle Aged Humans Aged
View on PubMed DOI

Internet of Things and Machine Learning for Healthy Ageing: Identifying the Early Signs of Dementia.

Sensors (Basel, Switzerland) Oct 23, 2020
Identifying the symptoms of the early stages of dementia is a difficult task, particularly for older adults living in residential care. Internet of Things (IoT) and smart environments can assist with the early detection of dementia, by nonintrusive m...
Healthy Aging Humans Machine Learning Delivery of Health Care Dementia Aged Internet of Things
View on PubMed DOI

Applying machine learning methods to develop a successful aging maintenance prediction model based on physical fitness tests.

Geriatrics & gerontology international May 1, 2020
AIM: The purpose of this study was to develop a machine learning prediction model for successful aging (SA) based on physical fitness tests.
Male Aging Middle Aged Surveys and Questionnaires Predictive Value of Tests Aged ROC Curve Humans Geriatric Assessment Aged, 80 and over Healthy Aging Exercise Machine Learning Logistic Models Physical Fitness Sensitivity and Specificity China Female Follow-Up Studies Independent Living Decision Trees
View on PubMed DOI
Popular Topics
Recent Journals