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AIGP · Question #13

A US hospital plans to develop an AI that will review available patient data in order to propose an initial diagnosis to licensed physicians. The hospital will implement a policy that requires physici

The correct answer is B. Whether the AI was trained on a representative dataset.. Ensuring the AI is trained on representative data is crucial to avoid biased or inaccurate diagnostic proposals that could negatively impact patient care.

AI Ethics and Best Practices

Question

A US hospital plans to develop an AI that will review available patient data in order to propose an initial diagnosis to licensed physicians. The hospital will implement a policy that requires physicians to consider the AI proposal, but conduct their own physical examinations prior to making a final diagnosis. An important ethical concern with this plan is:

Options

  • AWhether patients will receive an economic benefit from the use of AI.
  • BWhether the AI was trained on a representative dataset.
  • CWhether physicians understand how the AI works.
  • DWhether the AI will have an error rate comparable to human physicians.

How the community answered

(30 responses)
  • A
    3% (1)
  • B
    70% (21)
  • C
    10% (3)
  • D
    17% (5)

Explanation

Ensuring the AI is trained on representative data is crucial to avoid biased or inaccurate diagnostic proposals that could negatively impact patient care.

Topics

#AI in healthcare#training data bias#dataset representativeness#AI fairness

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