Building Trustworthy AI in Healthcare
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Building Trustworthy AI in Healthcare
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Summary
In this episode, Joanne Skiles, an AI and cloud engineer with extensive healthcare experience, shares insights on building trustworthy AI systems for medical applications, the importance of understanding high-stakes environments, and the future of AI in healthcare.
key topics
- Differences in AI projects across sectors (entertainment, finance, healthcare)
- Importance of understanding user impact in healthcare AI
- Challenges in building trust with healthcare professionals
- Evaluation metrics for AI models in medicine
- Misconceptions about AI capabilities in healthcare
- Transparency and explainability of AI models
- Risks of over-reliance on AI in medical decisions
- Future trends and regulation of AI in healthcare
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