Geriatrics

Latest AI and machine learning research in geriatrics for healthcare professionals.

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Showing 1261-1280 of 9,900 articles

Graph empirical mode decomposition and multiscale feature extraction for EEG-based classification of Alzheimer's disease and frontotemporal dementia.

BACKGROUND AND OBJECTIVE: Early and correct classification of neurodegenerative diseases like Alzheimer's Disease (AD) and Frontotemporal Dementia (FTD) is one of the most important challenges in clinical neurology. In this paper, we present a novel electroencephalogram (EEG)-based approach that integrates a rich set of multiresolution features to improve the performance of automatic classificatio...

Feb 24 2026 41806548

Using artificial intelligence (CognoSpeak™) in memory assessments: a GP interview study.

BACKGROUND: The memory assessment pathway (MAP) for people with subjective memory deficits (dementia, mild cognitive impairment, and other diagnoses) is under huge strain and new diagnostic technologies have been identified as a high priority for research. AIM: To investigate the views of GPs on the MAP, and on how an artificial intelligence tool (CognoSpeak™) could be implemented. DESIGN & SETTIN...

Feb 24 2026 41491050
A Bilayer Hydrogel Sensor for Elderly Oriented Human-Machine Interaction.

As the population ages, the need for accessible and effortless human-machine interaction (HMI) systems tailored to elderly users has grown rapidly. Ho...

Feb 24 2026 41732833
Diagnostic accuracy of deep learning vs. human raters for detecting osteoporotic vertebral compression fractures in routine CT scans.

OBJECTIVES: Vertebral fractures are severe complications of osteoporosis but are frequently missed on computed tomography (CT). Differentiating true f...

Feb 24 2026 41733641
Artificial Intelligence for Single-Image Diagnosis of Autoimmune Gastritis Using Gastric Corpus Atrophy Images: A Multicenter Retrospective Diagnostic Study.

BACKGROUND AND AIMS: Endoscopic differentiation between autoimmune gastritis (AIG) and Helicobacter pylori-associated atrophic gastritis (HpAG) remain...

Feb 24 2026 41734896
Generative artificial intelligence in dementia care: a scoping review protocol on nursing roles, experiences and ethical perspectives.

INTRODUCTION: Generative artificial intelligence (GAI), including large language models and multimodal generative systems, is rapidly emerging in heal...

Feb 24 2026 41734929
Comparison of large language models for clinical scenario generation in medical education: a mixed-methods study.

BACKGROUND: In undergraduate medical education, the ability to manage clinical-cases is a core competency expected of future physicians. Traditionally...

Feb 24 2026 41736016
A deep learning framework for gait-based frailty classification using inertial measurement units.

Frailty in older adults leads to heightened vulnerability to adverse health outcomes, significantly burdening individuals and society by increasing he...

Feb 24 2026 41734192
TASNet: A tri-modal attentive scale robust adaptive fusion framework for progressive mild cognitive impairment classification.

BACKGROUND: Accurate prediction of progressive Mild Cognitive Impairment (pMCI) versus stable MCI (sMCI) is crucial for early Alzheimer's disease (AD)...

Feb 23 2026 41740679
Two -stage contrastive learning framework for vertebral compression fracture screening in frontal chest X-ray.

Vertebral Compression Fractures (VCFs) are early signs of osteoporosis and the most common type of osteoporotic fracture. In clinical practice, the pi...

Feb 23 2026 41825197
Enhancing kelp origin prediction accuracy: A TabPFN model with stable isotope analysis and explainability techniques for robust insights.

Accurate prediction of kelp origin is essential for effective quality and safety management. To this end, we integrated the stable isotope ratios and ...

Feb 23 2026 41747559
Sleep disturbances and Alzheimer's disease: a multiscale approach from exposome to neurobiology and precision medicine.

Sleep disturbances and Alzheimer's disease (AD) are interconnected public health challenges. However, the underlying mechanisms of their complex relat...

Feb 23 2026 41729452
Physics-Informed Deep Learning for Shear Wave Speed Estimation in MR Elastography.

OBJECTIVE: Magnetic Resonance Elastography (MRE) is a non-invasive imaging technique for mapping biomechanical properties of in vivo tissue, including...

Feb 23 2026 41729656
The Predictive Value of Machine Learning for Postoperative Delirium in Cardiac Surgery: Systematic Review and Meta-Analysis.

BACKGROUND: Postoperative delirium (POD) following cardiac surgery is a severe complication, and early identification of delirium risk remains a chall...

Feb 23 2026 41730167
Leveraging AI to Advance Age-Friendly Care in the Veterans Health Administration.

The aging population presents a pressing challenge for health care systems, necessitating effective strategies to address the complex needs of older a...

Feb 23 2026 41730190
AI and Wearables for Early Detection of Cognitive Impairment and Dementia: Systematic Review.

BACKGROUND: Traditional cognitive screening relies on episodic clinical assessments and may miss early changes preceding cognitive impairment and deme...

Feb 23 2026 41730193
Association of allostatic load index with cognitive impairment in high-risk stroke populations.

BACKGROUND: Chronic psychosocial stress induces cumulative physiological dysregulation that accelerates biological aging and contributes to the develo...

Feb 23 2026 41731369
Gradient magnitude-based texture feature of the entorhinal cortex as a biomarker for Alzheimer's disease.

Volumetric analysis of brain structures is widely used to detect pathological changes in Alzheimer's disease (AD), but it has limited sensitivity to s...

Feb 22 2026 41747574
Comparative Analysis of Deep Learning Techniques in Alzheimer's Disease Diagnosis: Trends, Challenges, and Future Directions.

Alzheimer's disease is a slow, progressive neurological disorder that impacts the brain tissue and causes cells to die, the most common reason for dem...

Feb 21 2026 42027884
Real-Time Digital Micromotor Tracking-Enabled Ultrasensitive Immunoassay.

Digital bioassays are emerging as a pivotal technology in disease prevention and diagnostics due to their single-molecule level detection capability. ...

Feb 21 2026 41721566
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