Artificial Intelligence Governance Professional AIGP · Free Practice Question Medium
Question 7
A hospital implements a computer vision tool to detect early signs of diabetic retinopathy from retinal images. Which best practices should the hospital adopt to ensure safe, effective, and ethical deployment of the system?
- A Continuously monitor system performance and update the model as new data becomes available
- B Engage medical experts to review and interpret edge cases identified by the system
- C Share raw patient images publicly to improve dataset size
- D Validate the tool's performance across diverse patient groups and imaging equipment
Reveal correct answers
Correct answers: A, B, D
Explanation
Best practices for medical computer vision include robust validation, human-in-the-loop review, and continuous improvement; public data sharing must respect privacy.A. Ongoing monitoring and updates ensure the tool adapts to changing patient demographics and medical standards.
B. Expert input supports safety and ensures nuanced cases are managed appropriately.
C. Publicly releasing raw images raises serious privacy risks and ethical concerns.
D. Testing with varied populations and hardware reduces bias and improves reliability for all patients.
Discussion
Think the marked answer is wrong, or have a better explanation? Share it below — comments appear after review.
You must be logged in to post a comment.
