@CookMedEd

Medical education researcher, internist @MayoClinic. #meded Assessment, Online Learning, Education Technology, Simulation, Research Design. @LDSchurch

 Rochester, MN
mayo.edu/research/faculty/cook-david-a-m-d/BIO-00027574
Joined September 2013
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Trying to write a better prompt for #ChatGPT #Gemini #Claude or another #LLM? New arXiv paper shares evidence-based principles of #PromptEngineering. Novel #PICCO prompt framework + review of techniques & security, privacy, bias, trust. Read it: arxiv.org/abs/2604.14197 #MedEd #AI

The PICCO Framework for Large Language Model Prompting: A Taxonomy...

Large language model (LLM) performance depends heavily on prompt design, yet prompt construction is often described and applied inconsistently. Our purpose was to derive a reference framework for...

arxiv.org
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Can #AI help with #qualitative data analysis? Absolutely! but it's complicated. This article discusses promises, pitfalls, and a variety of approaches. pubmed.ncbi.nlm.nih.gov/4056… #CAQDAS #QDA #MedEduc #LLMs
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How do physicians develop "wisdom" (#phronesis)? This qualitative study explored how surgeons develop ability to combine knowledge + technical skill to make wise clinical decisions. #MedEduc #medicaldecisionmaking #clinicalreasoning authors.elsevier.com/c/1lJme…
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LLM-powered virtual patients + tailored feedback = high authenticity, high quality #feedback. Low-cost, scalable, open-source. pubmed.ncbi.nlm.nih.gov/3985…. #virtualpatient #simulation #meded #medsim #clinicalreasoning #AI #LLM

Virtual Patients Using Large Language Models: Scalable, Contextualized Simulation of Clinician-Pa...

LLM-powered VPs can simulate patient-clinician dialogues, demonstrably represent patient preferences, and provide personalized performance feedback. This approach is scalable, globally accessible,...

pubmed.ncbi.nlm.nih.gov
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Virtual patients using large language models: scalable, global, low cost. #virtualpatient #meded #ArtificialIntelligence #clinicalreasoning tandfonline.com/doi/full/10.…

Creating virtual patients using large language models: scalable, global, and low cost

Virtual patients (VPs) have long been used to teach and assess clinical reasoning. VPs can be programmed to simulate authentic patient-clinician interactions and to reflect a variety of contextual ...

tandfonline.com
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#Leanstartup applied to medical education innovations: rapidly iterate to an idea that works pubmed.ncbi.nlm.nih.gov/3617…. Build-Measure-Learn, Lean Canvas #mededuc #agile #failfast

Evaluating education innovations rapidly with build-measure-learn: Applying lean startup to health...

Lean Startup has tremendous potential for rapid, robust innovation and evaluation in education.[Box: see text].

pubmed.ncbi.nlm.nih.gov
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How to train & assess clinicians' #ECG interpretation skill: 2 systematic reviews journals.lww.com/academicmed… + journals.lww.com/academicmed…; also general insights on assessment (sampling, scoring, bias) #MedEd
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Does #CPD continuing professional development to improve prescribing save costs? Systematic review says Yes, with caveats. Biggest expense is time. ja.ma/3IP7nEn #CME #meded #educationcost
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