A5084946404- Neurological disorders and treatments
- EEG and Brain-Computer Interfaces
- Epilepsy research and treatment
- Autoimmune Neurological Disorders and Treatments
- Vestibular and auditory disorders
- Ophthalmology and Eye Disorders
- Glycogen Storage Diseases and Myoclonus
- Functional Brain Connectivity Studies
- Neurological and metabolic disorders
- Cerebral Venous Sinus Thrombosis
- Neuroscience and Neural Engineering
- Machine Learning in Bioinformatics
- Neurology and Historical Studies
- Visual perception and processing mechanisms
- Cardiac Arrest and Resuscitation
- Genetic Neurodegenerative Diseases
- Cerebral Palsy and Movement Disorders
- Neuroscience and Neuropharmacology Research
- Clinical Reasoning and Diagnostic Skills
- Peripheral Neuropathies and Disorders
- Genomics and Rare Diseases
- Fractal and DNA sequence analysis
- Ocular Oncology and Treatments
- History of Medicine Studies
- Venomous Animal Envenomation and Studies
University Hospitals of Cleveland
2018-2025
The Neurological Institute
2022-2025
Case Western Reserve University
2018-2024
University School
2020-2024
The University of Melbourne
2024
Neurology, Inc
2022-2024
Rainbow Babies & Children's Hospital
2022
Hospices Civils de Lyon
2022
Hôpital Femme Mère Enfant
2022
Louis Stokes Cleveland VA Medical Center
2021-2022
We used machine learning methods to explore sociodemographic and environmental determinants of health (SEDH) associated with county-level stroke mortality in the USA. conducted a cross-sectional analysis individuals aged ≥15 years who died from all subtypes between 2016 2020. analyzed 54 SEDH possibly age-adjusted rates/100,000 people. Classification Regression Tree (CART) was identify specific clusters mortality. Variable importance assessed using Random Forest analysis. A total 501,391...
Abstract EEG/MEG source imaging (ESI) aims to find the underlying brain sources explain observed EEG or MEG measurement. Multiple classical approaches have been proposed solve ESI problem based on different neurophysiological assumptions. To support clinical decision-making, it is important estimate not only exact location of signal but also extended activation regions. Existing methods may render over-diffuse sparse solutions, which limit extent estimation accuracy. In this work, we...
The process of reconstructing underlying cortical and subcortical electrical activities from Electroencephalography (EEG) or Magnetoencephalography (MEG) recordings is called Electrophysiological Source Imaging (ESI). Given the complementarity between EEG MEG in measuring radial tangential sources, combined EEG/MEG considered beneficial improving reconstruction performance ESI algorithms. Traditional algorithms mainly emphasize incorporating predesigned neurophysiological priors to solve...
Abstract Background For patients with drug-resistant focal epilepsy (DRE), surgical resection of the epileptogenic zone (EZ) is an effective treatment to control seizures. Accurate localization EZ crucial and typically achieved through comprehensive presurgical approaches such as seizure semiology interpretation, electroencephalography (EEG), magnetic resonance imaging (MRI), intracranial EEG (iEEG). However, interpreting poses challenges because it relies heavily on expert knowledge often...
Abstract Significance Seizure semiology, the study of signs and clinical manifestations during seizure episodes, provides crucial information for inferring location epileptogenic zone (EZ). Given descriptive nature semiology recent advancements in large language models (LLMs), there is a potential to improve localization accuracy EZ by leveraging LLMs interpreting mapping its descriptions corresponding EZs. This introduces Epilepsy Semiology Large Language Model , or EpiSemoLLM first...
Abstract Epileptic negative myoclonus (ENM) is a rarely reported clinical seizure semiology. It defined as brief interruption of tonic muscle activity in association with an epileptiform discharge on the EEG (spike or sharp wave) without preceding myoclonia. The diagnosis ENM requires polygraphic recording and surface EMG electrodes covering affected body part(s), while muscles have activity. Historically, has been variety chronic epilepsy syndromes such benign centrotemporal spikes,...
The funduscopic examination is an essential component of the neurologic examination. However, ocular fundus with a direct ophthalmoscope often difficult. Nonmydriatic photography allows visualization high-quality photographs. We used nonmydriatic to improve patient care and funduscopy skills residents in Neurology Resident Clinic.At time triage, photographs all new neurology resident clinic patients were taken. images imported into hospital's imaging software. completed full examination,...
Clonic seizures are currently defined as repetitive and rhythmic myoclonic contractions of a specific body part, producing twitching movements at frequency 0.2–5 Hz. There few studies in the literature that have reported detailed analysis semiology, neurophysiology, lateralizing value clonic seizures. In this article, we aim to report our findings from retrospective review 39 patients.
To report two cases of epileptic negative myoclonus (ENM) associated with lateralized periodic discharges (LPDs).
To report EEG findings in dying human brain.
To report a unique case of Parkinson's syndrome caused by internal carotid artery (ICA) thrombosis.
To report the previously unknown phenomenon of repetitive and quasi-periodic muscle silent periods (SP) in patients with acute post-anoxic brain injury (PABI).
To highlight both the influential scientific discoveries of Alfred Loomis and exhibit his invention one world's first electroencephalograms sleep labs.
To develop and implement the Neurology Digital Education Scholar Program (NDESP).
To characterize the incidence and mechanism behind swelling in those with Dravet syndrome (DS), which to date remains undescribed medical literature.