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Artificial Intelligence in Healthcare Education and Research
Educational content from recorded physician discussions — not medical advice. Always talk to your child's care team about your child's situation.
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OpenEvidence was developed by Harvard team and Mayo Clinic, focuses on Elsevier library, provides conversational answers while summarizing latest papers, and suggests related topics — Rami Shaaban, Practical applications of generative AI in medical research and education · 10:59
Generative AI in Medical Education1 item
Practical applications of generative AI in medical research and education
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This year was the 12th Annual Pediatric Surgery Update Course, where top hospital experts from around the world discussed this yearâs changes in practices and i
podcast23:58 · Jul 2026
AI in Clinical Practice2 items
Protocol for a global electronic Delphi on integrating artificial intelligence into solid organ transplantation
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Artificial intelligence (AI) is increasingly recognized as a transformative force in the field of solid organ transplantation. From enhancing donor-recipient matching to predicting clinical risks and tailoring immunosuppressive therapy, AI
article · Oct 2026
IMITASD: Imitation Assessment Model for Children With Autism Based on Human Pose Estimation
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"IMITASD: Imitation Assessment Model for Children With Autism Based on " by Hany Said, Khaled Mahar et al. --> Home Search Browse Collections My Account About Digital Commons Network™ Skip to main content USU Home A-Z Index Home About Conta
article · Oct 2026
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Practical applications of generative AI in medical research and education
ChatGPT can help organize literature review, analyze data within Excel sheets, run statistical analysis, and assist in research design
Host summaryEm Gootee summarizing the discussion — not the host's own clinical position1:28 ↗
The team used ChatGPT for title/abstract screening and full-text screening in a systematic review of AI in organ transplantation, which was subsequently published
clinical2:49 ↗
ChatGPT was prompted to analyze an Excel sheet, screen articles using specified inclusion criteria, add columns indicating relevance (relevant/not relevant/maybe relevant), and provide explanations for each decision
clinicalCarlos Kalunga3:14 ↗
Inter-rater reliability between ChatGPT and human reviewers for systematic review screening was excellent
clinicalCarlos Kalunga4:28 ↗
Creating a custom GPT with serial prompts produces more consistent results than using general ChatGPT search, though slight differences may occur across multiple runs
clinicalCarlos Kalunga5:52 ↗
ChatGPT is used as part of methodology and reliability process in research, not for plagiarism or writing, and this is disclosed in journal submissions
guidelineCarlos Kalunga6:42 ↗
AI models help increase efficiency, which can lead to productivity, but a human must always be in the equation for medical and scientific work
opinionRami Shaaban7:12 ↗
ChatGPT is a black box model with unknown training data and changing weights, requiring human oversight to direct it and interpret its outputs
clinicalRami Shaaban7:46 ↗
Genie AI is an academic model fine-tuned with research papers that can generate paper outlines, provide in-house chatbot assistance, cite papers, and format citations according to preferred specifications
clinicalRami Shaaban8:03 ↗
Academic AI models like Genie AI are mostly on par with latest published research, though users must verify which library the model searches
clinicalRami Shaaban9:46 ↗
OpenEvidence was developed by Harvard team and Mayo Clinic, focuses on Elsevier library, provides conversational answers while summarizing latest papers, and suggests related topics
clinicalRami Shaaban10:59 ↗
Large language models enhance efficiency and productivity in research by analyzing large datasets and assisting with writing, particularly valuable for international researchers who find editing easier than writing from scratch
Host summaryEm Gootee summarizing the discussion — not the host's own clinical position12:27 ↗
Journal of Pediatric Surgery (Elsevier) policy permits using AI for background information and language enhancement but prohibits using generative AI to write papers; disclosure of prohibited use would likely result in rejection
guideline13:17 ↗
Elsevier has tools to detect if generative AI has been used to write papers
clinical13:41 ↗
Early papers that listed ChatGPT as an author are no longer permitted; AI cannot be listed as an author
Host summaryEm Gootee summarizing the discussion — not the host's own clinical position14:14 ↗
Most journals permit ChatGPT use only to enhance writing style, not to create ideas
guidelineCarlos Kalunga14:39 ↗
MeetGeek and Fireflies synchronize with calendars, join meetings automatically, transcribe content, and send summaries with action items assigned per person
Host summaryEm Gootee summarizing the discussion — not the host's own clinical position15:31 ↗
Fireflies provides action items after meetings to keep participants informed of next steps
clinicalCarlos Kalunga16:54 ↗
Cincinnati Children's Hospital restricted use of meeting transcription tools due to security concerns about auto-recording, particularly for legally sensitive or confidential meetings, and now requires use of approved Microsoft Co-pilot
guidelineTodd Ponsky17:26 ↗
Institutional-level AI tool use requires security preventions, especially for executive meetings, though lower-level meetings may have fewer restrictions
Host summaryEm Gootee summarizing the discussion — not the host's own clinical position18:04 ↗
Cook Children's uses Microsoft Co-pilot as the only approved tool for note-taking, recording, and post-meeting analysis
guideline18:27 ↗
Cincinnati Children's sends weekly AI guidelines on appropriate use of co-pilot for meeting summaries and information sharing
Host summaryEm Gootee summarizing the discussion — not the host's own clinical position18:44 ↗
Zoom AI companion allows late arrivals to ask if their name was mentioned, what they were asked to do, and recap the meeting up to their join time
Host summaryEm Gootee summarizing the discussion — not the host's own clinical position19:27 ↗
Read Aloud GPT converts long emails and texts to audio format for listening while walking or driving, enabling conversation with ChatGPT about content like book summaries
Host summaryEm Gootee summarizing the discussion — not the host's own clinical position20:01 ↗
Custom GPT for letter of recommendation accepts CV and cover letter uploads to generate drafts, but requires personalization as initial outputs may be overly enthusiastic
Host summaryEm Gootee summarizing the discussion — not the host's own clinical position21:00 ↗
Creating custom GPTs for repeated prompt sequences is straightforward and allows reuse of complex workflows
opinionTodd Ponsky21:13 ↗
ChatGPT can create interactive training sessions from clinical guidelines, generating problem-based learning activities with scoring and feedback, avoiding hallucinations by working from source documents
clinicalCarlos Kalunga22:22 ↗
ChatGPT can generate medical cases in USMLE Step 1 or Step 2 format with step-by-step progression and end-of-case feedback when given appropriate prompts
clinicalRami Shaaban23:25 ↗
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