Neurology

Parkinson's Disease

Latest AI and machine learning research in parkinson's disease for healthcare professionals.

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Showing 106-126 of 5,611 articles
Semi-supervised ensemble learning with interval type-2 fuzzy-rough sets for Parkinson's disease prediction from multi-omics.

Parkinson's disease (PD) is a disorder involving progressive degeneration of the nervous system. Its...

(1)
Jul 2026 42436345
Detection of early-stage Parkinson's disease using wearable sensors at multiple body locations and convolutional neural networks.

Early-stage Parkinson's disease (PD) presents with subtle motor symptoms that complicate timely diag...

(6)
Jul 2026 42432239
The role of AI-assisted drug repurposing in neurological disorders: a systematic review of validation strategies, challenges and opportunities.

Neurological disorders refer to a diverse group of conditions that affect the brain, peripheral nerv...

(1)
Jul 2026 42432671
Integrated multi-omics analysis identifies key microglial subpopulations and therapeutic targets in Parkinson's disease.

BACKGROUND: Parkinson's disease (PD) is a rapidly growing global health concern, with aging populati...

Jul 2026 42430983
Actigraphy Meets AI: A Digital Biomarker for Parkinson's Disease and Isolated REM Sleep Behaviour Disorder.

Isolated rapid eye movement (REM) sleep behaviour disorder (RBD) is an early stage of alpha-synuclei...

Jul 2026 42412000
Bridging the global Parkinson's divide: Technology as a structural solution for equitable and brain health-integrated care.

Parkinson's disease (PD) is the fastest-growing neurodegenerative disorder worldwide, with projectio...

(1)
Jul 2026 42412034
Cross Domain Self-Prompting SAM2 for Intraoperative OCT Video Segmentation.

Retinal procedures require precise instrument manipulation to avoid iatrogenic injuries. Intraoperat...

(1)
Jul 2026 42412657
3D OCT-Based Retinal Biomarker Analysis for Automatic Regional-Wise Characterization of Neurodegenerative Diseases.

Neurodegenerative diseases (NDDs) such as Alzheimer's disease (AD), essential tremor (ET), multiple ...

Jul 2026 42414714
Generalizable and explainable deep learning for brain MRI: a multi-cohort evaluation of 3D architectures for age and sex prediction.

Deep learning (DL) methods increasingly outperform classical approaches in brain MRI analysis, yet t...

Jul 2026 42406258
Structure aware graph community cluster pruning for efficient neural network compression in Parkinson's disease diagnosis.

Deep neural networks in medical and edge environments often face computational and memory constraint...

Jul 2026 42399289
Identifying unique gait phenotypes across neuromotor conditions using wearable inertial sensors and topological data analysis.

Wearable sensors quantify gait and mobility in detail, but translating high-dimensional data into cl...

Jul 2026 42393385
Variations of global brain asymmetry are associated with aging and related diseases.

Lateralization is a hallmark of brain organization, yet the structural basis underlying this phenome...

Jul 2026 42384796
Intelligent differentiation between Parkinson's disease and essential tremor using wearable sensors and machine learning: a temporal validation study.

BACKGROUND: Parkinson's disease (PD) and essential tremor (ET) are prevalent movement disorders with...

Jul 2026 42387488
Parkinson's disease classification using optimized attention-based deep learning from EEG signals with interpretable sub-band topography.

Parkinson's disease (PD) diagnosis remains challenging because subtle neural alterations may be diff...

Jul 2026 42384288
Multi-omics approaches to parkinsonism: genomic, proteomic, and non-coding RNA perspectives.

Parkinson's disease (PD) is a progressive neurodegenerative disorder with significant variability as...

(2)
Jun 2026 42377625
An improved catch fish optimization based deep learning model for Parkinson disease classification using EEG signal.

Accurate and objective identification of Parkinson's Disease (PD) from Electroencephalogram (EEG) si...

Jun 2026 42372473
A Robust Voice-Based Parkinson's Disease Diagnosis Model via Semantic RGB Feature Transformation and Hybrid Deep Learning.

Reliable diagnosis of Parkinson's disease (PD) in its early stages is of vital importance for suppor...

Jun 2026 42362424
Deep Learning Assisted Heteroporous Covalent Organic Framework Hydrogels Enable Dual-Mode Tracking and Analysis to Parkinson's Management.

Resting tremor and dopamine dysregulation are closely linked in the pathophysiology of Parkinson's d...

Jun 2026 42360202
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