Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Concept Videos

Neural Regulation01:37

Neural Regulation

43.0K
Digestion begins with a cephalic phase that prepares the digestive system to receive food. When our brain processes visual or olfactory information about food, it triggers impulses in the cranial nerves innervating the salivary glands and stomach to prepare for food.
43.0K

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Information needs of patients considering epilepsy surgery: A scoping review.

Epilepsia·2026
Same author

Low diagnostic yield of presurgical genetic testing in adult patients with epilepsy.

Epilepsia·2026
Same author

Late-Onset Seizures: Etiology and Demographics in US Tertiary Care Epilepsy Centers.

Neurology·2026
Same author

AES ILAE North America Symposium: Guiding Evidence-Based Epilepsy Management.

Epilepsy currents·2026
Same author

Communication regarding sudden unexpected death in epilepsy to people with epilepsy and their caregivers: A scoping review from the ILAE Sudden Unexpected Death in Epilepsy Task Force.

Epilepsia·2026
Same author

Natural Language Processing to Automate Cerebrovascular Event Identification in Stroke Alerts.

Stroke (Hoboken, N.J.)·2026

Related Experiment Video

Updated: Jan 9, 2026

Transcranial Direct Current Stimulation tDCS of Wernicke's and Broca's Areas in Studies of Language Learning and Word Acquisition
12:49

Transcranial Direct Current Stimulation tDCS of Wernicke's and Broca's Areas in Studies of Language Learning and Word Acquisition

Published on: July 13, 2019

17.8K

Direct Clinical Applications of Natural Language Processing in Common Neurological Disorders: Scoping Review.

Ilana Lefkovitz1, Samantha Walsh2, Leah J Blank1,3

  • 1Department of Neurology Icahn School of Medicine at Mount Sinai New York, NY United States.

JMIR Neurotechnology
|December 4, 2025
PubMed
Summary

Natural language processing (NLP) shows promise in diagnosing neurological disorders like stroke and epilepsy. However, research gaps exist for conditions such as migraine and Parkinson's disease, indicating areas for future study.

Keywords:
NLPParkinsonParkinson diseaseartificial intelligencecardiovascularcerebrovascular diseasedeep learningdiagnosisepilepsyheadache disordersmachine learningmigrainemultiple sclerosisnatural language processingneurologicalneurological disorderneurologypredictionscoping reviewstroketexttransient ischemic attacktreatmentunstructured

More Related Videos

Study Design for Navigated Repetitive Transcranial Magnetic Stimulation for Speech Cortical Mapping
09:16

Study Design for Navigated Repetitive Transcranial Magnetic Stimulation for Speech Cortical Mapping

Published on: March 24, 2023

1.9K
Utilizing Repetitive Transcranial Magnetic Stimulation to Improve Language Function in Stroke Patients with Chronic Non-fluent Aphasia
10:15

Utilizing Repetitive Transcranial Magnetic Stimulation to Improve Language Function in Stroke Patients with Chronic Non-fluent Aphasia

Published on: July 2, 2013

18.3K

Related Experiment Videos

Last Updated: Jan 9, 2026

Transcranial Direct Current Stimulation tDCS of Wernicke's and Broca's Areas in Studies of Language Learning and Word Acquisition
12:49

Transcranial Direct Current Stimulation tDCS of Wernicke's and Broca's Areas in Studies of Language Learning and Word Acquisition

Published on: July 13, 2019

17.8K
Study Design for Navigated Repetitive Transcranial Magnetic Stimulation for Speech Cortical Mapping
09:16

Study Design for Navigated Repetitive Transcranial Magnetic Stimulation for Speech Cortical Mapping

Published on: March 24, 2023

1.9K
Utilizing Repetitive Transcranial Magnetic Stimulation to Improve Language Function in Stroke Patients with Chronic Non-fluent Aphasia
10:15

Utilizing Repetitive Transcranial Magnetic Stimulation to Improve Language Function in Stroke Patients with Chronic Non-fluent Aphasia

Published on: July 2, 2013

18.3K

Area of Science:

  • Artificial Intelligence in Medicine
  • Neurology Research
  • Health Informatics

Background:

  • Natural language processing (NLP), a field of artificial intelligence, is increasingly adopted in healthcare.
  • The application and study of NLP in neurological disorders are not well-defined.
  • This review aims to map the existing research landscape.

Purpose of the Study:

  • To characterize studies applying NLP to the diagnosis, prediction, or treatment of common neurological disorders.
  • To identify the primary applications and methodologies of NLP in neurology.
  • To highlight research gaps in the application of NLP for neurological conditions.

Main Methods:

  • A systematic scoping review was conducted following PRISMA-ScR guidelines.
  • Searches were performed in MEDLINE and Embase databases.
  • Studies involving NLP for migraine, Parkinson disease, Alzheimer disease, stroke, epilepsy, or multiple sclerosis were included, excluding reviews and conference abstracts.

Main Results:

  • Out of 916 identified studies, 41 met the eligibility criteria.
  • Stroke and epilepsy were the most studied disorders, while migraine and Parkinson disease had no eligible studies.
  • NLP was primarily used for diagnosis (49%) and disease phenotyping (41%), employing machine learning, rule-based methods, or both.

Conclusions:

  • NLP shows potential for enhancing diagnostic accuracy in neurology, especially where expertise is limited.
  • Significant research gaps exist, with underrepresentation of certain neurological disorders in NLP studies.
  • Further research is warranted to explore NLP applications across a broader spectrum of neurological conditions.