While I definitely see the value of medical AI audits, I think it’s important to remember that doctors are the ultimate experts. AI should be a tool to supercharge their skills, not replace them. Doctors should always have the final say and understand the limitations of the AI system to make the best choices for their patients.
When it comes to building trust in the medical community, AI needs to be rock-solid safe. Rigorous testing is a must to minimize errors. It also needs to be consistently accurate, like a reliable partner doctors can depend on. Some study suggest that factors like explainability, transparency, interpretability, usability, and education are crucial for healthcare professionals to trust medical AI. These factors allow doctors to understand the AI’s reasoning, use it effectively, and ultimately make the best decisions for their patients. Consulting medical professionals throughout the development process of AI systems for clinical decision-making and diagnostic support is also vital to ensure these systems are designed with trust in mind. By focusing on these aspects, we can create medical AI that truly complements human expertise and improves patient care.