Neurology

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

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Time Distributed Classification of Alzheimer's Disease on MRI Scans.

The diagnosis of Alzheimer's disease (AD) has progressively depended on sophisticated neuroimaging m...

Jul 2026 42240570
NToxSEM: Enhancing prediction of neurotoxic peptides and neurotoxins using a stacked ensemble-based multimodal framework.

The safety assessment of therapeutic proteins and genetically modified (GM) organisms relies heavily...

Jul 2026 42262001
An Enhanced Machine Learning-Based Multimodal Framework for Seizure Detection Using EEG and MRI Data.

One of the most common neurological disorders that immediately alters a person's way of life is an e...

(1)
Jul 2026 42273988
An Effective LRSF-DLNN-Based Autism Spectrum Disorder Prediction Using EEG and fMRI.

In today's society, autism spectrum disorder (ASD) is a common neurological disorder that affects a ...

(1)
Jul 2026 42281195
Predicting Pain: Electroencephalography Signatures of Neural Integration During Experimental Tonic Thermal Pain.

BACKGROUND: The identification of reliable neural signatures for pain remains a critical challenge i...

Jul 2026 42377977
Development and validation of a machine learning model to detect psychiatric symptoms in Huntington's disease using speech analysis.

Huntington's disease (HD) causes progressive disability through motor, psychiatric, and cognitive sy...

Jul 2026 42384624
Latent Space Projections and Atlases, a Cautionary Tale in Deep Neuroimaging using Autoencoders.

This study introduces a deep learning framework for the inferential exploration of latent representa...

Jun 2026 42376832
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
Linking retinal sampling in neural encoding models to temporal profiles of visual processing in humans.

Retinotopic tuning of neural populations is a key organizing principle of human visual cortex. Howev...

Jun 2026 42378260
Body position classification using wearable sensors in infants with cerebral palsy.

Infants learn through everyday interactions with the physical and social environment. For infants wi...

Jun 2026 42379128
Spinal x-ray based scoliosis diagnosis using deep learning: a comparison of YOLOv11 and ResNet.

OBJECTIVES: To develop and evaluate an automated deep learning framework for scoliosis detection fro...

Jun 2026 42371101
[Value of a deep learning-based visual model for predicting postoperative upper limb functional recovery after severe acute cervical spinal cord injury].

Objective: To assess the value of a deep learning-based visual model for predicting postoperative up...

(2)
Jun 2026 42373469
FedFound: a federated foundation model for lifespan brain morphological connectome analysis.

The brain morphological connectome derived from structural MRI reflects inter-regional morphological...

(1)
Jun 2026 42373765
Prediction modeling in transdiagnostic risk: results from the PROCAN study.

Identifying biomarkers for serious mental illnesses (SMI) has significant implications for early int...

Jun 2026 42373960
Hybrid CNN transformer framework for EEG-based epileptic seizure detection.

Early diagnosis and early intervention are important in the treatment of epilepsy, so detecting epil...

Jun 2026 42374109
Magnetic resonance imaging-based Alzheimer's disease detection using an EfficientNet-CMSACCN framework.

Alzheimer's Disease (AD) is a degenerative neurological condition characterized by memory loss, cogn...

Jun 2026 42375925
Secondary prevention of recurrent ischemic stroke: from guidelines to precision medicine.

Recurrent ischemic stroke remains a major global health challenge, accounting for substantial disabi...

(1)
Jun 2026 42374519
Comparative study of radiomics features between ASL and DSC perfusion-weighted imaging in distinguishing radiation-induced brain injury from glioma recurrence.

OBJECTIVE: To compare the radiomics features of pseudocontinuous arterial spin labeling (ASL) and dy...

(3)
Jun 2026 42371035
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