Neurology

Parkinson's Disease

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

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Medication versus globus pallidus internus deep brain stimulation in Parkinson's disease with deep learning video analysis of finger tapping.

In advanced Parkinson's disease (PD), considerable number of patients receive deep brain stimulation...

May 2025 40394036
Digital Biomarkers for Parkinson Disease: Bibliometric Analysis and a Scoping Review of Deep Learning for Freezing of Gait.

BACKGROUND: With the rapid development of digital biomarkers in Parkinson disease (PD) research, it ...

May 2025 40392578
Guiding Diffusion with Deep Geometric Moments: Balancing Fidelity and Variation

Text-to-image generation models have achieved remarkable capabilities in synthesizing images, but ...

BenSParX: A Robust Explainable Machine Learning Framework for Parkinson's Disease Detection from Bengali Conversational Speech

Parkinson's disease (PD) poses a growing global health challenge, with Bangladesh experiencing a n...

Co-Designing a "win-win" in Predictive AI: First Results from Interviews and Focus Groups with Persons with Parkinson's Disease.

This study explored the perspectives of people with Parkinson's disease (PwP) involved in the co-des...

May 2025 40380436
DLO-Splatting: Tracking Deformable Linear Objects Using 3D Gaussian Splatting

This work presents DLO-Splatting, an algorithm for estimating the 3D shape of Deformable Linear Ob...

Predicting dementia in people with Parkinson's disease.

Parkinson's disease (PD) exhibits a variety of symptoms, with approximately 25% of patients experien...

May 2025 40360514
Baseline [F]FP-CIT PET-based deep learning prediction of levodopa-induced dyskinesia in Parkinson's disease.

We aimed to develop a convolutional neural network (CNN) model with multi-task learning to predict t...

May 2025 40355487
Impact of canny edge detection preprocessing on performance of machine learning models for Parkinson's disease classification.

This study investigates the classification of individuals as healthy or at risk of Parkinson's disea...

May 2025 40355628
Lipid nanoparticle (LNP) mediated mRNA delivery in neurodegenerative diseases.

Neurodegenerative diseases (NDD) are characterized by the progressive loss of neurons and the impair...

May 2025 40120689
Deep learning for Parkinson's disease classification using multimodal and multi-sequences PET/MR images.

BACKGROUND: We aimed to use deep learning (DL) techniques to accurately differentiate Parkinson's di...

May 2025 40346391
AI-Driven Advances in Parkinson's Disease Neurosurgery: Enhancing Patient Selection, Trial Efficiency, and Therapeutic Outcomes.

Parkinson's disease (PD) is a progressive neurodegenerative disorder marked by motor and non-motor d...

May 2025 40426665
Identifying Common Disease Trajectories of Progressive Supranuclear Palsy with Electronic Health Records.

BACKGROUND: Progressive supranuclear palsy (PSP) is a rare neurodegenerative disorder characterized ...

May 2025 40344390
A Multi-Modal Graph Neural Network Framework for Parkinson's Disease Therapeutic Discovery.

Parkinson's disease (PD) is a complex neurodegenerative disorder lacking effective disease-modifying...

May 2025 40362692
A Deep Learning approach for Depressive Symptoms assessment in Parkinson's disease patients using facial videos

Parkinson's disease (PD) is a neurodegenerative disorder, manifesting with motor and non-motor sym...

Machine-Learning-Powered Neural Interfaces for Smart Prosthetics and Diagnostics

Advanced neural interfaces are transforming applications ranging from neuroscience research to dia...

PointExplainer: Towards Transparent Parkinson's Disease Diagnosis

Deep neural networks have shown potential in analyzing digitized hand-drawn signals for early diag...

Humans can learn to detect AI-generated texts, or at least learn when they can't

This study investigates whether individuals can learn to accurately discriminate between human-wri...

A Methodological and Structural Review of Parkinsons Disease Detection Across Diverse Data Modalities

Parkinsons Disease (PD) is a progressive neurological disorder that primarily affects motor functi...

Machine Learning Predicts Risk of Falls in Parkison's Disease Patients in a Multicenter Observational Study.

BACKGROUND: Postural instability and gait difficulties are key symptoms of Parkinson's disease (PD),...

May 2025 40304115
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