CASE STUDYPlease use the following to answer the next question:A mid-size US healthcare network has...

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 such as 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 of the following steps can best mitigate the possibility of discrimination prior to training and testing the AI solution?