AI Medical Compendium Journal:
International journal of geriatric psychiatry

Showing 1 to 3 of 3 articles

Machine learning approaches to studying the role of cognitive reserve in conversion from mild cognitive impairment to dementia.

International journal of geriatric psychiatry Apr 15, 2019
OBJECTIVES: The overall aim of the present study was to explore the role of cognitive reserve (CR) in the conversion from mild cognitive impairment (MCI) to dementia. We used traditional and machine learning (ML) techniques to compare converter and n...
Humans Machine Learning Female Aged Aged, 80 and over Male Middle Aged Disease Progression Cognitive Dysfunction Dementia Longitudinal Studies Predictive Value of Tests Cognitive Reserve
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Machine learning approaches for integrating clinical and imaging features in late-life depression classification and response prediction.

International journal of geriatric psychiatry Feb 17, 2015
OBJECTIVE: Currently, depression diagnosis relies primarily on behavioral symptoms and signs, and treatment is guided by trial and error instead of evaluating associated underlying brain characteristics. Unlike past studies, we attempted to estimate ...
Humans Machine Learning Female Aged Adult Male Middle Aged Image Processing, Computer-Assisted Magnetic Resonance Imaging Brain Mapping Predictive Value of Tests Age of Onset Neuroimaging Neural Pathways Neuropsychological Tests Depressive Disorder
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Geriatric depression and anxiety screening via deep learning using activity tracking and sleep data.

International journal of geriatric psychiatry Feb 1, 2024
BACKGROUND: Geriatric depression and anxiety have been identified as mood disorders commonly associated with the onset of dementia. Currently, the diagnosis of geriatric depression and anxiety relies on self-reported assessments for primary screening...
Humans Aged Anxiety Anxiety Disorders Deep Learning Depression Sleep
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