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How Non-Traditional Educational Formats are Reshaping Neurology Training - Part 2

Neurology Minute

Release Date: 02/17/2026

Refractory Headache Disorders, New Consensus, and Emergency Department Migraine Guidelines - Part 1 show art Refractory Headache Disorders, New Consensus, and Emergency Department Migraine Guidelines - Part 1

Neurology Minute

In part one of this series, Dr. Tesha Monteith and Dr. Jennifer Robblee discuss an international consensus definition for refractory migraine and why clearer criteria are needed.  Show citations: Robblee J, Minen MT, Friedman BW, Cortel-LeBlanc MA, Cortel-LeBlanc A, Orr SL. 2025 Guideline Update to Acute Treatment of Migraine for Adults in the Emergency Department: The American Headache Society Evidence Assessment of Parenteral Pharmacotherapies. Headache. 2026;66(1):53-76. doi: Robblee J, Khan FA, Marmura MJ, et al. Reaching International Consensus on the Definition of Refractory...

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Neurology Minute

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Neurology Minute

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Neurology Minute

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Neurology Minute

In part two of the series, Dr. Andy Southerland and Dr. Seemant Chaturvedi break down key takeaways from the OCEANIC‑STROKE trial.  Show citation:  Read more about the .  Show transcript:  Dr. Andy Southerland:  Hello everyone. This is Andy Southerland from the University of Virginia. For today's Neurology Minute, I've just been speaking with my colleague, Seemant Chaturvedi from the University of Maryland, about exciting trials presented at this year's 2026 International Stroke Conference from the American Heart Association, American Stroke Association. And the...

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Neurology Minute

In part one of this series, Dr. Andy Southerland and Dr. Seemant Chaturvedi discuss two trials highlighted at the 2026 International Stroke Conference.  Show citation:  Read more about the .  Show transcript:  Dr. Andy Southerland: Hello everyone. This is Andy Southerland. And for this week's Neurology Minute, I have just been speaking once again with my colleague, Seemant Chaturvedi, about his impressions from this year's 2026 American Heart Association, American Stroke Association International Stroke Conference. We've discussed a number of the very exciting pivotal...

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Neurology Minute

In part four of this series, Dr. Tesha Monteith explores the true potential of AI integration in medical education.  Show transcript:  Dr. Tesha Monteith: Hi. This is Tesha Monteith with the Neurology Minute. I've been speaking with Roy Strowd, Jeff Ratliff, and Justin Abbatemarco about the use of AI in neurology education for the neurology podcast. My take is that we're just getting started with this stuff, including the true potential of AI integration in medical education. In my regular work, I used AI to generate clinical case vignettes that help trainees practice diagnostic...

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Neurology Minute

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Neurology Minute

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In part two of this series, Dr. Jeff Ratliff discusses the expanding role of AI and digital tools in neurology education, emphasizing the importance of verifying information and developing source literacy. 

Show transcript: 

Dr. Jeff Ratliff:

Hi, this is Jeff Ratliff from Thomas Jefferson University, and this is your Neurology Minute.

I recently recorded a podcast episode with Roy Strowd, Justin Abbatemarco, and Tesha Monteith, where we discussed the growing impact of technology in neurology education. In this episode, we touched on podcasting, AI-based learning and social media in neurology education, all as a panel discussion. As an accompaniment to that conversation, we're releasing a series of Neurology Minute episodes, exploring those tools.

Today I want to focus an important caution, verification. With increasing use of digital tools, AI or otherwise. The need for caution and verification of sources is even more important. Large language models and other AI tools are very frequently used by trainees at all levels. To summarize topics, generate explanations, and even draft a differential diagnosis. But as you all know, the outputs of these tools can be efficient and really impressive, but we need to keep in mind that potential issues with reliability. While less and less common, these tools may hallucinate producing information that sounds authoritative and sounds correct, but it's actually outdated or maybe even unsupported by evidence.

So for those of us teaching at the bedside or in clinic, this means we have a responsibility to help our learners develop literacy towards AI and other digital tools. We have to be critics of our sources. As neurologists, we can role model asking questions like, where did this information come from and how do we verify it, and did you read the study that they cited? We encourage trainees to trace these claims back to the primary literature or to pull up guidelines or other trusted review sources just as we do in our own practice. I don't want to pour water on the AI enthusiasm. The truth is still that AI education tools can be a powerful adjunct for learning, but we should treat it like an assistant, not a supervisor. It's useful, it's fast, but it's still in need of our own supervision.

Please tune into our podcast discussion to hear more about the rapidly changing landscape of neurology education. Meanwhile, thanks for listening to the Neurology Minute.