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AIGP · Question #135

CASE STUDY Please use the following to answer the next question: A mid-size US healthcare network has decided to develop an AI solution to detect a type of cancer that is most likely to arise in adult

The correct answer is D. The healthcare network's data science team.. The healthcare network's data science team is most important in selecting the specific algorithm type, as they possess the technical expertise and understanding of the data and clinical context required for this decision.

AI Governance Program

Question

CASE STUDY Please use the following to answer the next question:

A mid-size US healthcare network has decided to develop an AI solution to detect a type of cancer that is most likely to arise in adults. Specifically, the healthcare network intends to create a recognition algorithm that will perform an initial review of all imaging and then route records to a radiologist for secondary review pursuant to agreed-upon criteria (e.g., a confidence score below a threshold). To date, the healthcare network has:

  • Defined its AI ethical principles.
  • Conducted discovery to identify the intended uses and success

criteria for the system.

  • Established an AI risk committee.
  • Assembled a cross-functional team with clear roles and

responsibilities.

  • Created policies and procedures to document standards, workflows,

timelines and risk thresholds during the project. The healthcare network intends to retain a cloud provider to host the solution. It also intends to retain a large consulting firm to supplement its small data science team and help develop the algorithm using the healthcare network’s existing data and de-identified data that is licensed from a large US clinical research partner. Which stakeholder group is most important in selecting the specific type of algorithm?

Options

  • AThe cloud provider.
  • BThe consulting firm.
  • CThe healthcare network's risk committee.
  • DThe healthcare network's data science team.

How the community answered

(43 responses)
  • A
    2% (1)
  • B
    7% (3)
  • C
    12% (5)
  • D
    79% (34)

Explanation

The healthcare network's data science team is most important in selecting the specific algorithm type, as they possess the technical expertise and understanding of the data and clinical context required for this decision.

Topics

#data accountability#healthcare AI#AI governance roles#data science team

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