Do we need data standards in the era of LLM's?
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In this video, I explore insights from a critical NEJM AI journal article and talk about the implications of Large Language Models (LLMs) on health IT standards and data interoperability. Are traditional data models becoming obsolete, or will they continue to play a crucial role in the healthcare information ecosystem?
Resource:
Journal article: https://ai.nejm.org/doi/full/10.1056/...
Chapters:
0:00 - Introduction to Health Data Standards
0:20 - The Critical Role of Data Standards
1:03 - Questioning the Need for Health IT Standards
1:40 - HL7 FHIR: Successes and Challenges
3:02 - Without Standards: A Glimpse Into Chaos
3:48 - Analyzing Data Flow Diagrams: Traditional vs. New Era
5:04 - LLMs Transforming Data Standards
7:11 - FHIR GPT: Revolutionizing Data Extraction
9:59 - GPT-4 and Semantic Standards
13:02 - LLMs in Clinical Research: Potential and Pitfalls
16:47 - Highlighting the Hybrid Approach
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✅ About Sidharth Ramesh.
Welcome to my channel, Sidharth Ramesh! Join me, a passionate MBBS doctor and self-taught programmer, as I leverage the power of data science to revolutionize healthcare. Get into discussions on digital health innovations, healthcare data science, and the future of medical technology. Take advantage of valuable insights from the Digital Health Hackers Podcast and explore topics like FHIR healthcare integration and electronic health records. Let's embark on a journey to transform healthcare together!
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#fhir #healthit #DataStandards #llm #aiinhealthcare #gpt4 #SemanticData #EHR #clinicalresearch #interoperability
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