Neurology

Seizures

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

4,541 articles
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Showing 2248-2268 of 4,541 articles
Is Limited Participant Diversity Impeding EEG-based Machine Learning?

The application of machine learning (ML) to electroencephalography (EEG) has great potential to ad...

Mar 2025 http://arxiv.org/abs/2503.13497v1
NeuroChat: A Neuroadaptive AI Chatbot for Customizing Learning Experiences

Generative AI is transforming education by enabling personalized, on-demand learning experiences. ...

Mar 2025 http://arxiv.org/abs/2503.07599v1
Toward Scalable Access to Neurodevelopmental Screening: Insights, Implementation, and Challenges

Children with neurodevelopmental disorders require timely intervention to improve long-term outcom...

Mar 2025 http://arxiv.org/abs/2503.13472v1
Autism Spectrum Disorder Detection Using Prominent Connectivity Features from Electroencephalography.

Autism Spectrum Disorder (ASD) is a disorder of brain growth with great variability whose clinical p...

Mar 2025 39962835
Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning

Electroencephalography (EEG) is widely used in neuroscience and clinical research for analyzing br...

Feb 2025 http://arxiv.org/abs/2503.00080v2
Hypergraph Multi-Modal Learning for EEG-based Emotion Recognition in Conversation

Emotional Recognition in Conversation (ERC) is an important method for diagnosing health condition...

Feb 2025 http://arxiv.org/abs/2502.21154v1
Are foundation models useful feature extractors for electroencephalography analysis?

The success of foundation models in natural language processing and computer vision has motivated ...

Feb 2025 http://arxiv.org/abs/2502.21086v1
KNOWM Memristors in a Bridge Synapse delay-based Reservoir Computing system for detection of epileptic seizures

Nanodevices that show the potential for non-linear transformation of electrical signals and variou...

Feb 2025 http://arxiv.org/abs/2502.20351v1
DreamNet: A Multimodal Framework for Semantic and Emotional Analysis of Sleep Narratives

Dream narratives provide a unique window into human cognition and emotion, yet their systematic an...

Feb 2025 http://arxiv.org/abs/2503.05778v1
Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological Diagnostics

Neurological disorders represent significant global health challenges, driving the advancement of ...

Feb 2025 http://arxiv.org/abs/2502.17213v1
SDA-DDA Semi-supervised Domain Adaptation with Dynamic Distribution Alignment Network For Emotion Recognition Using EEG Signals

In this paper, we focus on the challenge of individual variability in affective brain-computer int...

Feb 2025 http://arxiv.org/abs/2502.16485v1
ZIA: A Theoretical Framework for Zero-Input AI

Zero-Input AI (ZIA) introduces a novel framework for human-computer interaction by enabling proact...

Feb 2025 http://arxiv.org/abs/2502.16124v1
Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients

Predicting seizure freedom is essential for tailoring epilepsy treatment. But accurate prediction ...

Feb 2025 http://arxiv.org/abs/2502.15198v1
Assessing a Single Student's Concentration on Learning Platforms: A Machine Learning-Enhanced EEG-Based Framework

This study introduces a specialized pipeline designed to classify the concentration state of an in...

Feb 2025 http://arxiv.org/abs/2502.15107v1
A Survey on Bridging EEG Signals and Generative AI: From Image and Text to Beyond

Integration of Brain-Computer Interfaces (BCIs) and Generative Artificial Intelligence (GenAI) has...

Feb 2025 http://arxiv.org/abs/2502.12048v2
Hybrid Brain-Machine Interface: Integrating EEG and EMG for Reduced Physical Demand

We present a hybrid brain-machine interface (BMI) that integrates steady-state visually evoked pot...

Feb 2025 http://arxiv.org/abs/2502.10904v1
EEG Artifact Detection and Correction with Deep Autoencoders

EEG signals convey important information about brain activity both in healthy and pathological con...

Feb 2025 http://arxiv.org/abs/2502.08686v1
Bridging Brain Signals and Language: A Deep Learning Approach to EEG-to-Text Decoding

Brain activity translation into human language delivers the capability to revolutionize machine-hu...

Feb 2025 http://arxiv.org/abs/2502.17465v1
Large Cognition Model: Towards Pretrained EEG Foundation Model

Electroencephalography provides a non-invasive window into brain activity, offering valuable insig...

Feb 2025 http://arxiv.org/abs/2502.17464v1
From Brainwaves to Brain Scans: A Robust Neural Network for EEG-to-fMRI Synthesis

While functional magnetic resonance imaging (fMRI) offers valuable insights into brain activity, i...

Feb 2025 http://arxiv.org/abs/2502.08025v3
The Case for Cleaner Biosignals: High-fidelity Neural Compressor Enables Transfer from Cleaner iEEG to Noisier EEG

All data modalities are not created equal, even when the signal they measure comes from the same s...

Feb 2025 http://arxiv.org/abs/2502.17462v1
Browse Categories
Allergy
Anesthesiology
Acute Coronary Syndrome Arrhythmias Atherosclerosis Congestive Heart Failure Dyslipidemia Hypertension Metabolic Syndrome Myocardial Infarction PCI Peripheral Artery Disease Prevention Strokes Venous Thrombosis
Sepsis
Atopy Psoriasis
Emergency Medicine
Diabetes Menopause Osteoporosis Steroids Thyroid
GERD Inflammatory Bowel Disease Irritable Bowel Syndrome Pancreatic Diseases Peptic Ulcer Disease
Genetics
Alzheimer's Disease Medicare
Hematology Hemophilia Leukemia Lymphoma Multiple Myeloma Myeloma
Hospitalists Infection Control Intensivists Nursing Risk Management Surveillance
Bacterial Infection COVID-19 Flu & URI Fungal Infection HIV/AIDS Hepatitis Public Health STDs Vaccines
Anemia End Stage Renal Disease
Nursing
Fibroids HRT Infertility Ovarian Cancer Pregnancy
Brain Cancer Breast Cancer Chemotherapy Colon Cancer Lung Cancer Other Cancers Prostate Cancer Skin Cancer
Glaucoma Ophthalmology Refractive Surgery
Sports Medicine
Back Pain Migraines Pain Management
Pathology
ADHD/ADD Growth Disorders Parenting
Information Technology Medicolegal Practice Management Reimbursement Staffing & Scheduling
Alternative Medicine Dental Health Diet & Nutrition Exercise & Fitness Geriatrics Obesity Preventive Care Smoking & Tobacco
Devices and Vaccines Prescriptions
Addictions Anxiety & Stress Bipolar Disorder DSM-5 Depression Eating Disorders Schizophrenia
Clinical Trials Environmental Health Ethics Health Policy Medicaid Medical Education Military Medicine Stem Cell Research US Health Policy Work Force
Asthma COPD Cystic Fibrosis Pneumonia Tuberculosis
Diagnostic Radiology Nuclear Medicine Therapeutic Radiology
Arthritis Fibromyalgia Lupus Rheumatoid Arthritis
Bioterrorism Care of terminally ill / Palliative care Cultural Competence Domestic Violence Identifying and Reporting Child abuse Identifying and Reporting Dependent Adult abuse Infection control / Modes of transmission Medical Ethics / Professional Responsibility Patient safety / Risk Management Prevention of medical errors Sexual Assault Universal precautions
Anesthesiology Laser Surgery Neurosurgery Orthopedics Otolaryngology Plastic Surgery Surveys Thoracic Surgery
Heart Transplantation Kidney Transplantation Liver Transplantation Transplantation
COVID-19 FDA General Military CME Reform US Health Policy
BPH/LUTS Erectile Dysfunction Urinary Incontinence