Topic:
Validating AI in Healthcare: Metrics, Methods, and Best Practices
Content:
As AI technology continues to revolutionize healthcare, ensuring its safety, effectiveness, and reliability is critical. This session will equip healthcare leaders with the tools to critically evaluate AI technologies, ensuring they deliver measurable benefits while minimizing risks.
Key areas of discussion:
- Regulatory Considerations: Understanding FDA guidelines, EU MDR, and other regulatory frameworks for AI technologies in healthcare.
- Performance Metrics: Key metrics like accuracy, sensitivity, specificity, and F1 scores, along with contextual relevance for clinical applications.
- Bias and Fairness: Identifying and mitigating bias in training datasets to ensure equitable outcomes across diverse patient populations.
- Real-World Validation: Strategies for post-market surveillance, clinical trials, and real-world evidence generation.
- Transparency and Interpretability: The importance of explainable AI in clinical decision-making.
MI10’S AI FOR HEALTHCARE LEADERS OFFICE HOURS is an open forum to discuss medical AI issues with other healthcare executives and stakeholders.
Agenda:
- Introductions (20 minutes)
- Presentation (20 minutes)
- Open Forum (20 minutes)
The discussions will be moderated by MI10’s team of industry-leading experts and will cover the latest topics in the medical AI space.
The sessions are free to attend – join us by registering below!
