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Showing 10–12 of 17 questions
What is the term for an algorithm that focuses on making the best choice to achieve an immediate objective at a particular step or decision point, based on the available information and without regard for the longer-term best solutions?
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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. In the design phase, which of the following steps is most important in gathering the data from the clinical research partner?
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The best method to ensure a comprehensive identification of risks for a new AI model is:
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