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Neurology Subcategories: Autism Dementia Head Trauma Parkinson's Disease Seizures Sleep Disorders

Showing 988-1008 of 5,766 articles

Enhanced LSTM by Attention Mechanism for Early Detection of Parkinson's Disease through Voice Signals

Parkinson's disease (PD) is a neurodegenerative condition characterized by notable motor and non-m...

Feb 2025 http://arxiv.org/abs/2502.08672v1

Mixed Integer Linear Programming for Active Contact Selection in Deep Brain Stimulation

Deep brain stimulation (DBS) programming remains a complex and time-consuming process, requiring m...

Feb 2025 http://arxiv.org/abs/2502.07371v1

SincPD: An Explainable Method based on Sinc Filters to Diagnose Parkinson's Disease Severity by Gait Cycle Analysis

In this paper, an explainable deep learning-based classifier based on adaptive sinc filters for Pa...

Feb 2025 http://arxiv.org/abs/2502.17463v1

Generative Autoregressive Transformers for Model-Agnostic Federated MRI Reconstruction

Although learning-based models hold great promise for MRI reconstruction, single-site models built...

Feb 2025 http://arxiv.org/abs/2502.04521v2

Identification of Depression Subtypes in Parkinson's Disease Patients via Structural MRI Whole-Brain Radiomics: An Unsupervised Machine Learning Study.

OBJECTIVE: Current clinical evaluation may tend to lack precision in detecting depression in Parkins...

Feb 2025 39915918

Analysis of Two Neuroanatomical Subtypes of Parkinson's Disease and Their Motor Progression Based on Semi-Supervised Machine Learning.

BACKGROUND: The high heterogeneity of Parkinson's disease (PD) hinders personalized interventions. B...

Feb 2025 39953811

Machine Learning Strategies for Parkinson Tremor Classification Using Wearable Sensor Data

Parkinson's disease (PD) is a neurological disorder requiring early and accurate diagnosis for eff...

Jan 2025 http://arxiv.org/abs/2501.18671v1

IRONMAP: Iron Network Mapping and Analysis Protocol for Detecting Over-Time Brain Iron Abnormalities in Neurological Disease

Pathologically altered iron levels, detected using iron-sensitive MRI techniques such as quantitat...

Jan 2025 http://arxiv.org/abs/2501.17838v1

Distinguishing Parkinson's Patients Using Voice-Based Feature Extraction and Classification

Parkinson's disease (PD) is a progressive neurodegenerative disorder that impacts motor functions ...

Jan 2025 http://arxiv.org/abs/2501.14390v1

EVolutionary Independent DEtermiNistiC Explanation

The widespread use of artificial intelligence deep neural networks in fields such as medicine and ...

Jan 2025 http://arxiv.org/abs/2501.16357v1

Identification of CXCR4 inhibitory activity in natural compounds using cheminformatics-guided machine learning algorithms.

Neurodegenerative disorders are characterised by progressive damage to neurons that leads to cogniti...

Jan 2025 39985292

Towards a Generalizable Speech Marker for Parkinson's Disease Diagnosis

Parkinson's Disease (PD) is a neurodegenerative disorder characterized by motor symptoms, includin...

Jan 2025 http://arxiv.org/abs/2501.03581v2

A Self-supervised Diffusion Bridge for MRI Reconstruction

Diffusion bridges (DBs) are a class of diffusion models that enable faster sampling by interpolati...

Jan 2025 http://arxiv.org/abs/2501.03430v1

Machine Learning-Based Differential Diagnosis of Parkinson's Disease Using Kinematic Feature Extraction and Selection

Parkinson's disease (PD), the second most common neurodegenerative disorder, is characterized by d...

Jan 2025 http://arxiv.org/abs/2501.02014v1

Matrix effects influence biochemical signatures and metabolite quantification in dried blood spots

Dried blood spots (DBS) represent a convenient clinical sample material, offering low infection risk...

Jan 2025 10.1101/2025.07.22.666056

Non-invasive Ultrasonic Neuromodulation of the Human Nucleus Accumbens Impacts Reward Sensitivity

Precisely neuromodulating deep brain regions could bring transformative advancements in both neurosc...

Jan 2025 10.1101/2024.07.25.605068

Structure-based Generation of a Secondary Nucleation Inhibitor in α-Synuclein Aggregation Using a Conditional Diffusion Model

The process of α-synuclein aggregation results in the formation of amyloid fibrils, which accumulate...

Jan 2025 10.1101/2025.08.16.670694

Neurology

Browse Categories

Enhanced LSTM by Attention Mechanism for Early Detection of Parkinson's Disease through Voice Signals

Mixed Integer Linear Programming for Active Contact Selection in Deep Brain Stimulation

SincPD: An Explainable Method based on Sinc Filters to Diagnose Parkinson's Disease Severity by Gait Cycle Analysis

Generative Autoregressive Transformers for Model-Agnostic Federated MRI Reconstruction

Identification of Depression Subtypes in Parkinson's Disease Patients via Structural MRI Whole-Brain Radiomics: An Unsupervised Machine Learning Study.

Analysis of Two Neuroanatomical Subtypes of Parkinson's Disease and Their Motor Progression Based on Semi-Supervised Machine Learning.

Machine Learning Strategies for Parkinson Tremor Classification Using Wearable Sensor Data

IRONMAP: Iron Network Mapping and Analysis Protocol for Detecting Over-Time Brain Iron Abnormalities in Neurological Disease

Distinguishing Parkinson's Patients Using Voice-Based Feature Extraction and Classification

EVolutionary Independent DEtermiNistiC Explanation

Identification of CXCR4 inhibitory activity in natural compounds using cheminformatics-guided machine learning algorithms.

Towards a Generalizable Speech Marker for Parkinson's Disease Diagnosis

A Self-supervised Diffusion Bridge for MRI Reconstruction

Machine Learning-Based Differential Diagnosis of Parkinson's Disease Using Kinematic Feature Extraction and Selection

Matrix effects influence biochemical signatures and metabolite quantification in dried blood spots

Non-invasive Ultrasonic Neuromodulation of the Human Nucleus Accumbens Impacts Reward Sensitivity

Structure-based Generation of a Secondary Nucleation Inhibitor in α-Synuclein Aggregation Using a Conditional Diffusion Model

The olfactory bulb reflects structural plasticity within a genetically stable olfactory network

Deep neurobehavioral phenotyping uncovers neural fingerprints of locomotor deficits in Parkinson’s disease

Hand Drawing Image based Causal Representation Learning for Robust Parkinson’s Disease Feature Extraction and Detection

Next generation neural mass model with dopamine modulation mediated by D1-type receptors

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