AIMC Topic: Dementia
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Non-traditional socio-environmental and geospatial determinants of Alzheimer's disease-related dementia mortality.
The Science of the total environment
Jul 1, 2025
IMPORTANCE: Recent data point to the impact of non-traditional environmental and social factors on Alzheimer's Disease-Related Dementias (ADRD) mortality. Our study aimed to determine the extent to which antecedent air pollution, social vulnerability...
Development and validation of a convenient dementia risk prediction tool for diabetic population: A large and longitudinal machine learning cohort study.
Journal of affective disorders
Jul 1, 2025
BACKGROUND: Diabetes mellitus has been shown to increase the risk of dementia, with diabetic patients demonstrating twice the dementia incidence rate of non-diabetic populations. We aimed to develop and validate a novel machine learning-based dementi...
Toward AI-Driven Precision Measurement of Cognition, Behavior, and Psychological Function in Aging and Alzheimer's Disease and Alzheimer's Disease-Related Dementias.
The journals of gerontology. Series B, Psychological sciences and social sciences
Jun 10, 2025
The National Institute on Aging (NIA) is at the forefront of leveraging advances in artificial intelligence (AI) to better understanding of aging and the diagnosis and treatment of Alzheimer's Disease (AD) and Alzheimer's disease-related dementias (A...
Detection of emergency department patients at risk of dementia through artificial intelligence.
Alzheimer's & dementia : the journal of the Alzheimer's Association
Jun 1, 2025
INTRODUCTION: The study aimed to develop and validate the Emergency Department Dementia Algorithm (EDDA) to detect dementia among older adults (65+) and support clinical decision-making in the emergency department (ED).
Sharing patient technology preferences with care networks: Stakeholders' views of the "Let's Talk Tech" decision aid for dementia care.
Journal of Alzheimer's disease : JAD
Jun 1, 2025
BackgroundLet's Talk Tech (LTT) is a self-administered web intervention for people with memory loss and their care partners that supports decision-making about digital health technologies. In past work, dyads wanted to share LTT preference reports wi...
Use of artificial intelligence to support quality of life of people with dementia: A scoping review.
Ageing research reviews
Jun 1, 2025
BACKGROUND: Dementia has an impact on the quality of life (QoL) of people with dementia. Tailored services are crucial for improving their QoL. Advances in artificial intelligence (AI) offer opportunities for personalised care, potentially delaying i...
Beyond Phecodes: leveraging PheMAP to identify patients lacking diagnosis codes in electronic health records.
Journal of the American Medical Informatics Association : JAMIA
Jun 1, 2025
OBJECTIVE: Diagnosis codes documented in electronic health records (EHR) are often relied upon to clinically phenotype patients for biomedical research. However, these diagnoses can be incomplete and inaccurate, leading to false negatives when search...
Translational approach for dementia subtype classification using convolutional neural network based on EEG connectome dynamics.
Scientific reports
May 19, 2025
Dementia spectrum disorders, characterized by progressive cognitive decline, pose a significant global health burden. Early screening and diagnosis are essential for timely and accurate treatment, improving patient outcomes and quality of life. This ...
Identifying Key Factors Associated with Assistive Technology Availability for Dementia Care Using Machine Learning.
Studies in health technology and informatics
May 15, 2025
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 acces...
A Medical Decision Support System for Automatic Treatment Plan Generation Using Machine Learning Algorithms.
Studies in health technology and informatics
May 15, 2025
Due to demographic change, health economics is increasingly focused on the quality of life in advanced age and the associated cost aspects. Dementia is one of the key issues in this area and its efficient treatment will become increasingly relevant i...
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