Neurology

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

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Comparative effects of dynamic and static stretching on spasticity reduction in stroke patients using a robotic hand-wrist stretching device.

BACKGROUND: Spasticity is a common consequence of upper motor neuron syndrome, affecting approximate...

(2)
Sep 2025 40995839
Driver Emotion Recognition Using Multimodal Signals by Combining Conformer and Autoformer.

This study aims to develop a multimodal driver emotion recognition system that accurately identifies...

(2)
Sep 2025 40994254
Artificial intelligence in cerebral cavernous malformations: a scoping review.

OBJECTIVES: Artificial Intelligence (AI) and Machine Learning (ML) are increasingly being applied in...

Sep 2025 40992891
Graph neural networks for fMRI functional brain networks: A survey.

With the rapid advancement of neuroimaging technologies, the development of deep learning-based mode...

Sep 2025 41066997
Federated deep learning model for epilepsy seizure detection using electroencephalogram (EEG) signal.

OBJECTIVES: Epilepsy is a chronic neurological disorder characterized by recurrent seizures due to a...

Sep 2025 40985643
Exploiting Cross-modal Collaboration and Discrepancy for Semi-supervised Ischemic Stroke Lesion Segmentation from Multi-sequence MRI Images.

Accurate ischemic stroke lesion segmentation is useful to define the optimal reperfusion treatment a...

Sep 2025 40986192
Deep adaptive fusion network with multimodal neuroimaging information for MDD diagnosis: an open data study.

Neuroimaging offers powerful evidence for the automated diagnosis of major depressive disorder (MDD)...

Sep 2025 41014935
MDSFD-Net: Alzheimer's disease diagnosis with missing modality via disentanglement learning and feature distillation.

Multi-modal analysis can provide complementary information and significantly aid in the early diagno...

(3)
Sep 2025 41004907
Perspectives of Occupational Therapists Toward Robot-Assisted Therapy for Stroke Survivors: A Scoping Review.

Robot-assisted therapy, such as exoskeletons and soft robotics gloves, shows promise for stroke reha...

Sep 2025 40970867
Technical Feasibility of Quantitative Susceptibility Mapping Radiomics for Predicting Deep Brain Stimulation Outcomes in Parkinson Disease.

BACKGROUND AND OBJECTIVES: Parkinson disease (PD) patients with motor complications are often consid...

Sep 2025 40965145
Spiking neural networks for EEG signal analysis: From theory to practice.

The intricate and efficient information processing of the human brain, driven by spiking neural inte...

Sep 2025 41004906
Decision Strategies in AI-Based Ensemble Models in Opportunistic Alzheimer's Detection from Structural MRI.

Alzheimer's disease (AD) is a neurodegenerative condition and the most common form of dementia. Rece...

Sep 2025 40963032
Current State-of-the-Art 3D MRI Sequences for Assessing Bone Morphology with Emphasis on Cranial and Spinal Imaging: A Narrative Review.

Traditionally, CT has been the go-to method for visualizing bone structures, while MRI has been pref...

Sep 2025 40962128
Longitudinal fetal heart rate analysis identifies neonates with metabolic acidemia requiring therapeutic hypothermia.

BACKGROUND: Despite widespread use of intrapartum fetal monitoring, rates of fetal brain injury rema...

(1)
Sep 2025 40967297
A biologically plausible model of astrocyte-neuron networks in random and hub-driven connectivity.

Recent research studies in brain neural networks are highlighting the involvement of glial cells, in...

Sep 2025 41014936
A comparative study of ChatGPT and DeepSeek in spinal cord injury patient education: Can artificial intelligence "speak" spinal cord injury?

CONTEXT: Large language models (LLMs), such as ChatGPT and DeepSeek, are increasingly used by patien...

Sep 2025 40938207
The Impact of NOACS versus VKAS on Absolute and Relative Cognitive Function Decline Over Time: A Machine Learning Approach.

BACKGROUND: Atrial fibrillation (AF) is the most common arrhythmia in older adults and is associated...

Sep 2025 40930502
Attention Gated-VGG with deep learning-based features for Alzheimer's disease classification.

BACKGROUND: Alzheimer's disease (AD) is considered to be one of the neurodegenerative diseases with ...

Sep 2025 40929122
Improvement of an eye disease detection model by using the denoising diffusion implicit model.

With rapid developments in artificial intelligence (AI), the discussion about and applications of ge...

(2)
Sep 2025 40966958
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