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Viewpoints in Neurotechnology (13) Clinical Information and Decision Making (3509) Decision Support for Health Professionals (2104) Bioinformatics Methods and Algorithms (26) Dementia and Cognitive Decline (860) Cognitive and Neurorehabilitation (427) Imaging Informatics (437) Machine Learning (3024) Artificial Intelligence (4507) Precision Medicine (419) Medical imaging (173) Bioinformatics, genomics, tools and databases (76) Advancements in Neuroimaging (25) Theme Issue 2024: 25 Years of Digital Health Excellence (82)

Published on in Vol 3 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/59556, first published .
AI brain graphic with "25 Years" in circle, representing innovation and technology

Twenty-Five Years of AI in Neurology: The Journey of Predictive Medicine and Biological Breakthroughs

Twenty-Five Years of AI in Neurology: The Journey of Predictive Medicine and Biological Breakthroughs

Authors of this article:

Barak Gutman1 Author Orcid Image ;   Amit-Haim Shmilovitch2, 3 Author Orcid Image ;   Dvir Aran1, 4 Author Orcid Image ;   Shahar Shelly2, 3, 5 Author Orcid Image
Article Authors Cited by (17) Tweetations (3) Metrics

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  1. Gadwal A, Cerdas M, Khan A, Khan Z, Martina D, Nimmagadda S, Ali Rizvi S, Aljallawi S, Jaryal S, Tasgaonkar N, Ahmed A, Busireddy S. The Role of Artificial Intelligence in the Diagnosis and Management of Non-convulsive Seizures: A Narrative Review. Cureus 2025 View
  2. Hamzyan Olia J, Raman A, Hsu C, Alkhayyat A, Nourazarian A. A comprehensive review of neurotransmitter modulation via artificial intelligence: A new frontier in personalized neurobiochemistry. Computers in Biology and Medicine 2025;189:109984 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. Upreti K, George J, Malik K. Automated Brain Tumor Segmentation in MRI Using AI for Improved Neurodiagnostics. Biomedical and Pharmacology Journal 2025;18(2):1263 View
  5. Gkintoni E, Panagioti M, Vassilopoulos S, Nikolaou G, Boutsinas B, Vantarakis A. Leveraging AI-Driven Neuroimaging Biomarkers for Early Detection and Social Function Prediction in Autism Spectrum Disorders: A Systematic Review. Healthcare 2025;13(15):1776 View
  6. 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
  7. Gorenshtein A, Perek S, Vaisbuch Y, Shelly S. AI-generated neurology consultation summaries improve efficiency and reduce documentation burden in the emergency department. Scientific Reports 2025;15(1) View
  8. Yang A. Digital Medicine in Neuropsychiatry: Prospects, Applications, and the Emerging Framework of Precision Psychiatry. Journal of Physiological Investigation 2026;69(2):118 View
  9. Gupta S, Arya N, Reddy V, Sharma R, Kummari S, Shukla A, Patel A. Artificial Intelligence and Machine Learning in Diagnostic Radiology: A Paradigm Shift Toward Predictive Neuroimaging and Early Detection of Brain Disorders. Cureus 2026 View
  10. Biswas H, Jha K, Jakhmola V, Morris S, Pandey P, Rawat A, Kumari A. Integrating AI with Neurogenetics: Applications in Precision Medicine for Neurological Disorders. Biomedical & Pharmacology Journal 2026;01_Special issue(19):959 View

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  1. Devi B, H N L, Teresa M, Suseela G, Balaji P. Predictive Algorithms for Rehabilitation and Assistive Systems. View
  2. Kumar D, Goel F, Singh P, Nand Rai S, Prasanth T. Rejuvenating the Brain: Nutraceuticals, Autophagy, and Longevity. View
  3. Cherian I, Yadav S. Artificial Intelligence and Machine Learning in Neurology. View
  4. Geetha S, Raghavan S, Behara K, Sharma A, Kadry S, Gul O. Deep Learning Applications in Neuroinformatics. View
  5. JAGTAP S, PATIL A. AI‐driven Healthcare Innovations. View
  6. GUDUR R, NIMBARTE M. AI‐driven Innovations in Physiotherapy and Oncology 3. View

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  1. Nath H, Pansare B, Pawar H, Syed A. INTERNATIONAL CONFERENCE ON RECENT TRENDS IN MATERIALS SCIENCE AND MECHANICAL ENGINEERING (ICRMSME 2025). Advanced AI techniques for real-time prediction of brain activity in neurological disorders View