Neurology

Parkinson's Disease

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

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Showing 232-252 of 5,765 articles
Computer-Based Tracking of Microsurgical Instruments: A Novel Assessment Tool for Robot-Assisted and Conventional Microsurgery.

BACKGROUND: Efficient and objective tools for self-assessment of microsurgical skills are needed to ...

Jun 2025 40558078
Divide and Conquer: Automatic Detection of the Thalamus to Empower DBS Physiological Navigation to the Subthalamic Region.

OBJECTIVE: To identify thalamic electrophysiological activity along the trajectory to the subthalami...

Jun 2025 40553676
Uncovering injury-specific proteomic signatures and neurodegenerative risks in single and repetitive traumatic brain injury.

Traumatic brain injury (TBI) is a major public health concern associated with an increased risk of n...

Jun 2025 40545497
A New Insight in Cellular and Molecular Signaling Regulation for Neural Differentiation Program.

Numerous neurological conditions impact the brain, spinal cord, and nerves, including neurodegenerat...

Jun 2025 40540177
Quantum-classical deep learning hybrid architecture with graphene-printed low-cost capacitive sensor for essential tremor detection.

This study presents a novel hardware and software architecture combining capacitive sensors, quantum...

Jun 2025 40542145
Multi-Scale Temporal Analysis with a Dual-Branch Attention Network for Interpretable Gait-Based Classification of Neurodegenerative Diseases.

The accurate diagnosis of neurodegenerative diseases (NDDs), such as Amyotrophic Lateral Sclerosis (...

Jun 2025 40531650
Decoding Parkinson's Diagnosis: An OCT-Based Explainable AI with SHAP/LIME Transparency from the Persian Cohort Study.

BACKGROUND: Parkinson's disease (PD) diagnosis remains challenging due to subjective clinical assess...

Jun 2025 40523575
FedOcw: optimized federated learning for cross-lingual speech-based Parkinson's disease detection.

Accurate detection of Parkinson's disease (PD) through speech analysis holds great promise for early...

Jun 2025 40514431
Clinical correlates of data-driven subtypes of deep gray matter atrophy and dopamine availability in early Parkinson's disease.

Recent machine-learning techniques may be useful to identify subtypes with distinct spatial patterns...

Jun 2025 40506474
POC-CSP: a novel parameterised and orthogonally-constrained neural network layer for learning common spatial patterns (CSP) in EEG signals.

. Common spatial patterns (CSPs) has been established as a powerful feature extraction method in EEG...

Jun 2025 40367961
Deep-learning-based Partial Volume Correction in 99mTc-TRODAT-1 SPECT for Parkinson's Disease: A Preliminary Study on Clinical Translation.

Tc-TRODAT-1 SPECT is effective for the early detection of Parkinson's disease (PD). However, SPECT i...

Jun 2025 40493467
Thalamic neural activity and epileptic network analysis using stereoelectroencephalography: a prospective study protocol.

INTRODUCTION: Epilepsy is a prevalent chronic neurological disorder, with approximately one-third of...

Jun 2025 40499969
Using machine learning to identify Parkinson's disease severity subtypes with multimodal data.

BACKGROUND: Classifying and predicting Parkinson's disease (PD) is challenging because of its divers...

Jun 2025 40457336
In vivo and in silico models of Drosophila for Parkinson's disease.

The fruit fly Drosophila melanogaster has emerged as an important model organism to shed light on ne...

Jun 2025 40451947
Estimating motor symptom presence and severity in Parkinson's disease from wrist accelerometer time series using ROCKET and InceptionTime.

Parkinson's disease (PD) is a neurodegenerative condition characterized by frequently changing motor...

May 2025 40450120
Microglia-drive IRF8 upregulates complement pathway in Parkinson's disease.

Parkinson's disease (PD) is a widespread degenerative disorder of the central nervous system. The gr...

May 2025 40456297
Prediction of 123I-FP-CIT SPECT Results from First Acquired Projections Using Artificial Intelligence.

123I-FP-CIT dopamine transporter imaging is commonly used for the diagnosis of Parkinsonian syndrom...

May 2025 40506979
Personalized medication recommendations for Parkinson's disease patients using gated recurrent units and SHAP interpretability.

Managing Parkinson's disease (PD) through medication can be challenging due to varying symptoms and ...

May 2025 40447777
Decoding dynamic brain networks in Parkinson's disease with temporal attention.

Detecting brief, clinically meaningful changes in brain activity is crucial for understanding neurol...

May 2025 40442175
Distinct brain atrophy progression subtypes underlie phenoconversion in isolated REM sleep behaviour disorder.

BACKGROUND: Synucleinopathies include a spectrum of disorders varying in features and severity, incl...

May 2025 40447483
An Artificial Intelligence Olfactory-Based Diagnostic Model for Parkinson's Disease Using Volatile Organic Compounds from Ear Canal Secretions.

Parkinson's Disease (PD), a frequently diagnosed neurodegenerative condition, poses a major global c...

May 2025 40435384
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