Team to create framework for evaluating AI-based medical imaging

Oct 18, 2021 Radiology Updates

Artificial intelligence (AI) is showing promise in multiple medical imaging applications. Yet rigorous evaluation of these methods is important before they are introduced into clinical practice.

A multi-institutional and multiagency team led by researchers at Washington University is outlining a framework for objective task-based evaluation of AI-based methods and outlining the key role that physicians play in these evaluations. They also are providing techniques to conduct such evaluations, particularly in positron emission tomography (PET).

A key challenge to the team is attention to the primacy of ‘trustworthy AI.’ This paper lays down a rigorous framework for evaluating AI methods in the direction of improving this trust.

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