January 2026 Recall: Topics on Artificial Intelligence in Neurology
Release Date: 01/02/2026
Seizures and Epilepsy in Patients With Untreated Cerebral Cavernous Malformations
Neurology® Podcast
Dr. Halley Alexander talks with Dr. Abel Sandmann about seizure rates and risk factors in patients with cerebral cavernous malformations (CCMs) during long-term follow-up without CCM intervention. Read the related article in . Disclosures can be found at .
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Refractory Headache Disorders, New Consensus, and Emergency Department Migraine Guidelines
Neurology® Podcast
Dr. Tesha Monteith talks with Dr. Jennifer Robblee about the latest consensus on refractory migraine, its definition, and management strategies, including new guidelines for emergency treatment. Read the related article in . Read the related article in . Disclosures can be found at .
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The Best of Headache Medicine from 2025: A Year in Review
Neurology® Podcast
Dr. Tesha Monteith talks with Dr. Patricia Pozo-Rosich about the latest advancements in headache medicine, focusing on key research findings from 2025. Disclosures can be found at .
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Overview from the 2026 International Stroke Conference
Neurology® Podcast
Dr. Andy Southerland talks with Dr. Seemant Chaturvedi about the latest findings from the 2026 International Stroke Conference. Read more about the . Read more about the . Read more about the . Disclosures can be found at .
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March 2026 Recall: Topics in Hospital Neurology
Neurology® Podcast
The March 2026 recall showcases four previously posted episodes focused on clinical issues relevant to hospital-based neurologists. The episode opens with Dr. Jennifer E. Fugate discussing PRES, focusing on clinical presentation, diagnostic criteria, neuroimaging findings, and management strategies. The episode continues with Dr. Ava Easton discussing the World Health Organization's technical brief on encephalitis. In the third episode, Dr. Matthew Ryan Woodward discusses the complexities of status epilepticus, from definition through refractory and super-refractory stages. The episode...
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2026 Guideline for the Early Management of Patients With Acute Ischemic Stroke
Neurology® Podcast
Dr. Andy Southerland talks with Dr. Shyam Prabhakaran about the 2026 AHA/ASA guidelines for the early management of acute ischemic stroke, highlighting key recommendations, the role of advanced imaging, and the importance of thrombolysis and thrombectomy. Read the related article in the journal Disclosures can be found at .
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Consensus Recommendations for Diagnosis and Management of Vanishing White Matter
Neurology® Podcast
Dr. Justin Abbatemarco talks with Dr. Marjo S. van der Knaap and Romy J. van Voorst about expert consensus recommendations for the diagnosis and management of vanishing white matter and the importance of standardizing care worldwide. Read the related article in . Disclosures can be found at .
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Clinical Insights Into CASPR1 and CASPR1/Contactin-1 Complex Autoimmune Nodopathies
Neurology® Podcast
Dr. Alex Menze talks with Dr. Divyanshu Dubey about the clinical insights into autoimmune nodopathies, particularly focusing on CASPR1 and CASPR1/CNTN1-complex-IgG. Read the related article in . Disclosures can be found at .
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Diagnostic Yield of Reanalysis After Nondiagnostic Genome Sequencing in Infants With Unexplained Epilepsy
Neurology® Podcast
Dr. Halley Alexander talks with Dr. Alissa M. D'Gama about genetic testing for infantile epilepsies. Read the related article in. Disclosures can be found at .
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CSF α-Synuclein Seed Amplification Assays and Alzheimer Disease Biomarkers
Neurology® Podcast
Dr. Greg Cooper talks with Dr. David G. Coughlin about the role of αSyn-SAAs in diagnosing dementia with Lewy bodies and their relationship with Alzheimer disease biomarkers. Read the related article in . Disclosures can be found at .
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What Natural Language Processing Could Mean for Careers in Neurology and Publications
Artificial Intelligence Interpretation of EEG
FDG-PET-Based Machine Learning Framework to Support Neurologic Decision-Making
Superhuman Performance of a LLM on the Reasoning Tasks of a Physician
Article links:
Automated Interpretation of Clinical Electroencephalograms Using Artificial Intelligence
Superhuman Performance of a Large Language Model on The Reasoning Tasks of a Physician
Disclosures can be found at Neurology.org.