Accessibility settings

This paper is in the following e-collection/theme issue:

AI in Neurotechnology (22) Digital Health Reviews (3519) Neurology and Neurosciences (375) Reviews in Medical Informatics (455) Natural Language Processing (1227) mHealth in a Clinical Setting (1104) Artificial Intelligence (4543) Registered Report (1494) Computer-Aided Diagnosis (406) mHealth for Diagnosis (147) Neurotech Innovations, Diagnostic Tools and Techniques (68)

Published on in Vol 3 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/51822, first published .
3D render of a human brain emerging from a glowing computer chip on a circuit board.

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

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

Authors of this article:

Ilana Lefkovitz1 Author Orcid Image ;   Samantha Walsh2 Author Orcid Image ;   Leah J Blank1, 3 Author Orcid Image ;   Nathalie Jetté1, 4 Author Orcid Image ;   Benjamin R Kummer1, 5, 6 Author Orcid Image
Article Authors Cited by (10) Tweetations (3) Metrics

Journals

  1. Butcher L. Different Career Paths, Priorities for Neurologists in Population Health Management. Neurology Today 2025;25(2):10 View
  2. Shankar R, Bundele A, Mukhopadhyay A. A Systematic Review of Natural Language Processing Techniques for Early Detection of Cognitive Impairment. Mayo Clinic Proceedings: Digital Health 2025;3(2):100205 View
  3. Young N, Stern J, Steel S, Ebbert J. Mobile App-Based Interactive Care Plan for Migraine: Survey Study of Usability and Improvement Opportunities. JMIR Formative Research 2025;9:e66763 View
  4. Soomro T, Ali A, Faye I, Memon K, Alothman A, Mahmud R, Muda A, Qureshi K. Improving Stroke Diagnosis and Treatment With Deep Learning: A Review. IEEE Sensors Journal 2025;25(16):30275 View
  5. Calderone A, Latella D, La Fauci E, Puleo R, Sergi A, De Francesco M, Mauro M, Foti A, Salemi L, Calabrò R. Artificial Intelligence-Driven Neuromodulation in Neurodegenerative Disease: Precision in Chaos, Learning in Loss. Biomedicines 2025;13(9):2118 View
  6. García-Rudolph A, Romero Marquez A, López Andurell M, Jimenez Pérez L, Guillén Gazapo S, Navarro Berenguel M, Opisso E, Hernandez-Pena E. A Sequence Clustering Approach to Mining Sleep Trajectories from Nursing Narratives and Structured Clinical Data. Applied Clinical Informatics 2025;16(05):1837 View
  7. Ikae C, Ben Souissi S, Bieri J, Müller T, Feuz-Schlunegger M, Golz C. A scoping review of natural language processing for detecting work-related stress among health professionals. Discover Computing 2026;29(1) View

Books/Policy Documents

  1. Alam M, Al Abid A. Graph Neural Networks for Neurological Disorders. View
  2. BAMNE S, KAMBLE S. AI‐driven Healthcare Innovations. View

Conference Proceedings

  1. Kanna R, Thangam M, Sarojini K, Sundararajan V, Banappagoudar S, Nima Sajai X. INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS FOR SUSTAINABLE FUTURE (ISSF 2025): ISSF 2025. Machine learning driven approach for alzheimer detection in healthcare application View