Neurology

Dementia

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

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Automated Imaging Differentiation for Dementia: Including Alzheimer Disease Dementia and Dementia with Lewy Bodies.

BACKGROUND AND OBJECTIVES: Differentiation of Alzheimer's disease dementia (ADD) and dementia with L...

Apr 2026 42179740
Bridging Trials and Real Life in Fixed-Duration BTKi-Venetoclax for CLL: A Delphi-Enhanced Synthesis Incorporating Artificial Intelligence (AI) Benchmarks.

BACKGROUND: Optimal patient selection for the most effective BTK inhibitor (BTKi) partner of venetoc...

Apr 2026 41974594
Explainable machine learning for predicting mechanical ventilation in Alzheimer's patients with pneumonia: a SHAP-guided XGBoost nomogram based on MIMIC-IV.

Alzheimer's disease (AD) patients are particularly vulnerable to pneumonia and subsequent respirator...

(2)
Apr 2026 41974983
Learning to take it personally: Precision drug repurposing through patient-specific loss on knowledge graphs using Biobank data.

OBJECTIVE: Precision medicine requires drug repurposing methods that adapt to individual patient pro...

Apr 2026 41974265
Dual-center RAPID-LSSVM: Radius-adaptive, probability and imbalance driven weighting for Alzheimer's diagnosis.

Alzheimer's disease (AD) is a leading neurodegenerative disorder and the primary cause of dementia, ...

Apr 2026 42025041
Electronic health record-based prediction models for dementia detection: a systematic review of model performance and quality.

OBJECTIVES: Leveraging routine electronic health records (EHR) for dementia detection is a growing f...

Apr 2026 41967052
Dual-model deep learning for Alzheimer's prognostication.

Disease-modifying therapies for Alzheimer's disease demand precise timing decisions, yet current pre...

Apr 2026 41962454
Extended Reality in Neurosurgery : Surgical Planning, Navigation, Education, and Patient Communication.

Extended reality (XR), encompassing virtual reality (VR), augmented reality (AR), and mixed reality ...

(1)
Apr 2026 41952533
Assessing racial disparities in dementia-related vulnerabilities: a machine learning analysis of social, environmental, and climate factors.

INTRODUCTION: Racial differences in exposure to area-level social determinants of health (SDoH) may ...

Apr 2026 41952418
Drug repurposing in Alzheimer's disease: Emerging therapeutic strategies and promising candidates.

Alzheimer's disease is a progressive neurodegenerative disorder, and the most common cause of dement...

(4)
Apr 2026 41956136
Real-World Data From a Group Parent Management Training Program Enhanced Using Artificial Intelligence: Qualitative Study.

BACKGROUND: Parent management training (PMT) is an evidence-based intervention for children with dis...

Apr 2026 41945899
Voice Biomarkers: Cognitive Impairment, including Alzheimer's Disease, Dementia, or Mild Cognitive Impairment: Introduction to Peripheral Neuropathy.

INTRODUCTION/OBJECTIVE: Alzheimer's disease (AD) can cause certain nervous disorders, which in turn ...

Apr 2026 41944116
Cognitive health on the fingertips: Fine motor deficiencies for assessing the risk of mild cognitive impairment in the aging adults.

OBJECTIVE: Mild cognitive impairment (MCI) represents a critical prodromal stage associated with Alz...

Apr 2026 41941131
AI-Enhanced Automatic Life Story Structuring for Reminiscence Therapy in Older Adults: Technical Feasibility Study.

BACKGROUND: Storytelling interventions have demonstrated substantial potential in improving emotiona...

Apr 2026 41941365
Alzheimer's disease staging using enhanced inception-ResNet-V2 and improved XceptionNet models for 3D MRI classification and segmentation.

BACKGROUND: Neurologists have a significant challenge due to the progressive nature of Alzheimer's d...

Apr 2026 41941947
LADNET: An MRI-based deep learning approach for Alzheimer's disease detection.

Alzheimer's disease (AD) is considered a leading form of dementia, found in the majority of individu...

Apr 2026 41936289
A longitudinal and explainable 2.5D deep learning framework for Alzheimer's disease progression using ADNI MRI.

Early identification of Alzheimer's disease (AD) and its prodromal stage, mild cognitive impairment ...

Apr 2026 42005278
Adult Day Centers as Partners in Baccalaureate Nursing Dementia Education.

This pilot study explored how adult day centers can serve as transformative clinical learning enviro...

Apr 2026 41925309
Advancing diagnostic biomarkers in Alzheimer's disease: interdisciplinary innovations and technological frontiers.

Developing diagnostic biomarkers for Alzheimer's disease (AD) is at the cutting edge of interdiscipl...

Apr 2026 41925947
AI-Driven Multimodal Analysis of Neuroimaging and Speech Data for Diagnosis of Alzheimer's, Parkinson's, and Epilepsy.

This study investigates the application of machine learning (ML) techniques combined with neuroimagi...

Apr 2026 41918394
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