Should Generative AI Be Regulated in Healthcare? Safety, Ethics & Innovation🚨
What is generative AI and should its use in healthcare by companies be regulated?🤔 This video explores the meaning of generative ai models like @OpenAI GPT-3, @Google Bard, @Microsoft and Anthropic examining their risks and benefits.🤖 We'll dive into studies on AI bias and unintended consequences to discuss the need for responsible oversight and regulatory laws for generative AI in healthcare, emphasizing safety, ethics, transparency, and health equity.📰⚖️ What's the right balance between protection and progress when using these models? Let's talk about frameworks for auditing procedures, testing, and more to maximize benefits while minimizing harm of generative AI in healthcare.🤖📈
📈Thanks Eric J Topol for such an insightful paper!
https://www.nature.com/articles/s4174...
TIMESTAMPS
00:00 Introduction
00:24 Oversight of Generative ai in Healthcare
01:33 Rapid advancement in AI
02:38 Balancing Safety and Potential
03:45 LLMs in Clinical Documentation and Medical Imaging
04:54 Simplifying Radiology Reports
05:36 Optimizing Healthcare Documentation & Automation
06:16 Symptoms Assessment
06:53 Mental Chatbots $ Medication Adherence
07:26 Rehabilitaion Guidance
07:57 Health Risk Prediction
08:25 Personalized Health Recommendations
09:09 Interpreting Physician Notes
09:51 Disease Descriptions
10:26 Current Mechanism on Al Regulation
12:20 Data Sets
12:56 Tokenization
14:56 The Computational Demands of LLMs
16:07 Real-Time Adoption
17:00 Societal Impact
17:45 LLM ERA In the practice of Medicine
18:42 Good Machine Learning Practices
19:40 FDA's Approach to Risks
20:43 The Missing Link in LLMs' Medical Potential
21:17 Why is regulatory Oversight important
22:05 Med-Palm2
23:06 Final Recommendations
24:45 Conclusion
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👨🎓**ABOUT JUNAID KALIA MD**
Welcome to my YouTube channel! I'm Junaid Kalia MD, a physician who is deeply passionate about the intersection of digital healthcare and artificial intelligence. Join me as we explore the exciting advancements and potential of digital healthcare, and how AI is revolutionizing the medical field. Together, let's uncover the transformative potential of digital healthcare and AI in revolutionizing the way we deliver and experience medical care. Subscribe now to stay updated on the latest insights and discussions in this rapidly evolving field.
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