Neurology

Dementia

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

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Showing 148-168 of 8,983 articles
From voxel discovery to regional interaction: A multi-level interpretable framework for Alzheimer's disease diagnosis.

Alzheimer's disease (AD) is an irreversible neurodegenerative disorder where early diagnosis serves ...

(1)
Aug 2026 42585730
A preliminary analysis of relationship between dual-task gait and age-related cognitive ability using neural network models.

BackgroundAging causes declines in cognitive and motor functions, often manifested in altered gait. ...

Aug 2026 42578879
Rational drug design for Alzheimer's disease: from approved therapies to next-generation clinical candidates and AI-guided innovation.

Alzheimer's disease (AD) is a progressive neurodegenerative disorder characterized by multifactorial...

(3)
Aug 2026 42573081
Integrative machine learning reveals telomere-associated gene modules reflecting neuronal dysregulation in Alzheimer's disease.

BackgroundTelomere dysfunction contributes to cellular aging and genome instability, but telomere-as...

Aug 2026 42570282
Quantifying generalization error in machine learning prediction of cognitive decline.

BACKGROUND: Predicting cognitive decline as a continuum, from healthy age-related decline to mild co...

Aug 2026 42570468
Artificial intelligence-based 3D segmentation of tangle-associated TDP-43 in neurodegeneration.

TAR DNA-binding protein 43 (TDP-43) inclusions are often associated with hyperphosphorylated tau, th...

Aug 2026 42568211
Effect of genetic factors on [18F]FDG PET metabolic phenotypes in dementia with Lewy bodies.

BACKGROUND: Neuroimaging with [18F]FDG PET can support the diagnosis of Dementia with Lewy Bodies (D...

(1)
Aug 2026 42566020
Data-driven trajectories of atrophy explain clinical heterogeneity across Lewy body diseases.

BACKGROUND: Lewy body diseases (LBD) collectively share α-synuclein Lewy pathology, yet present wide...

(3)
Aug 2026 42556137
miRNA-mRNA Interaction Network Analysis in Alzheimer's Disease for Biomarker Discovery.

Alzheimer's disease (AD) is a complex neurodegenerative disorder characterized by widespread dysregu...

(3)
Aug 2026 42554796
Two-stage deep learning framework for the restoration of incomplete-ring PET images.

Positron Emission Tomography (PET) is an important molecular imaging tool widely used in medicine. T...

(4)
Aug 2026 42554922
Developing an integrated algorithm to support autism diagnostic decisions: Model performance and statistical fairness.

BACKGROUND: Best practices in diagnosing autism spectrum disorder require an expert diagnostician to...

(2)
Aug 2026 42553480
Super-Resolution of Through-Plane Undersampled MRIs in Alzheimer's Disease Diagnosis.

Alzheimer's disease is a complex neurodegenerative disorder and the leading cause of dementia worldw...

Aug 2026 42552272
Deep learning maps local brain aging in relation to cognition across human adulthood.

Brain aging, the strongest risk factor for Alzheimer's disease (AD), varies across cortical regions....

Aug 2026 42546187
Retinal and Choroidal Vascular Metrics Predict Cerebral Atrophy and Cognitive Impairment in Noninfarcted Large Artery Stenosis.

PURPOSE: Large artery stenosis (LAS) can drive cognitive impairment and neurodegeneration even witho...

Aug 2026 42545069
Adaptive cascading artificial intelligence for Alzheimer's disease assessment: a clinically oriented narrative review and implementation framework.

Artificial intelligence (AI) has achieved remarkable success in the diagnosis of Alzheimer's disease...

Aug 2026 42545504
Conversational Capacity in Triadic Telemedicine: A Conceptual Framework and Evidence Synthesis.

BACKGROUND: Telemedicine is conventionally modeled as a dyadic clinician-patient encounter, yet a th...

(3)
Aug 2026 42545789
Biomarker-Conditioned Vision Transformers with Deformable Biomarker Attention for Alzheimer's Disease Classification.

Alzheimer's disease (AD) classification from structural magnetic resonance imaging (MRI) remains cha...

Aug 2026 42547702
Classification of tau status with machine learning models in amyloid-positive cohorts.

INTRODUCTION: Although tau positron emission tomography (PET) imaging is effective for staging tau p...

(1)
Aug 2026 42533677
Artificial intelligence in retinal imaging for early Alzheimer's disease detection: A review.

BackgroundAlzheimer's disease (AD) is a progressive neurodegenerative disorder that necessitates ear...

Jul 2026 42536022
Artificial intelligence for early diagnosis of mild cognitive impairment: A scoping review comparing diagnostic accuracy with physician performance.

BACKGROUND: Mild cognitive impairment (MCI) represents a clinically critical and heterogeneous syndr...

Jul 2026 42536568
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