January 2026 Recall: Topics on Artificial Intelligence in Neurology
Release Date: 01/02/2026
Trends in Head CT Use in US Emergency Department Patients
Neurology® Podcast
Dr. Andy Southerland talks with Dr. Layne Dylla about the trends in head CT use in US emergency departments from 2007 to 2022, highlighting disparities, regional variations, and the potential role of AI in optimizing imaging decisions. Read the related article in . Disclosures can be found at .
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A Discussion with Dr. Alison Christy: 2026 Ted Burns Humanism in Neurology Award Winner
Neurology® Podcast
Dr. Stacey Clardy talks with Dr. Alison Christy, the recipient of the 2026 Ted Burns Humanism in Neurology Award, about her inspiring career, innovative approaches to neurology education, and how she fosters compassion and creativity in medicine. Disclosures can be found at .
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2026 AAN President's Award Recipient - Dr. Walter J. Koroshetz
Neurology® Podcast
Dr. Greg Cooper talks with Dr. Walter J. Koroshetz about his journey from a childhood fascination with the brain to leading the NINDS and his enduring commitment to advocacy, scientific rigor, and patient care. Read more about the . Disclosures can be found at .
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A Path to Preventing Cognitive Impairment Due to Alzheimer Disease
Neurology® Podcast
Dr. Greg Cooper talks with Dr. Eric Reiman about emerging antibody therapies for preclinical Alzheimer disease and the clinical, regulatory, and equity considerations shaping prevention trials and future care. Read the related article in . Disclosures can be found at .
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History of Letters to the Editor
Neurology® Podcast
As we celebrate the 75th anniversary of Neurology®, Dr. Jeff Ratliff talks with Drs. Steven Galetta and Robert Griggs about the history and evolution of the Letters to the Editor section. Join the conversation by visiting the . Disclosures can be found at .
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Landmark Clinical Trials Shaping Patient Care
Neurology® Podcast
Dr. H.E. Hinson talks with Dr. Vijay Ramanan about the upcoming Clinical Trials Plenary Session at the AAN Annual Meeting and the landmark studies shaping neurologic care. For more information about this event, . Disclosures can be found at .
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Antiseizure Medication Dosing Strategy During Pregnancy and Early Postpartum in Women With Epilepsy in MONEAD
Neurology® Podcast
Dr. Derek Stitt talks with Dr. Page B. Pennell about antiseizure medication management during pregnancy and postpartum, based on the MONEAD study. Read the related article in . Disclosures can be found at .
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April 2026 Recall: Topics on Vascular Neurology
Neurology® Podcast
The April 2026 recall features four previously posted episodes on vascular neurology. The episode begins with Dr. Shyam Prabhakaran discussing the 2026 AHA/ASA guidelines for the early management of acute ischemic stroke. The episode continues with Dr. Seemant Chaturvedi discussing the latest findings from the 2026 International Stroke Conference. In the third episode, Dr. Amrou Sarraj discusses the importance of understanding anesthesia's impact on patient outcomes, the implications for clinical practice, and future research directions in stroke treatment. The episode concludes with Dr. Urs...
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FDA Revises Trial Requirements for Drug and Medical Product Approval
Neurology® Podcast
Dr. Justin Abbatemarco talks with Lizzy Lawrence about the FDA’s shift toward single-trial drug approvals and its implications for neurology, rare diseases, and broader effects on drug approval standards and healthcare access. Read the related article on . Disclosures can be found at .
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Periprocedural Brain Health
Neurology® Podcast
Dr. Greg Cooper talks with Dr. Sara Hassani about periprocedural brain health and calls on neurologists to engage in multidisciplinary efforts to improve periprocedural outcomes. 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.