Meet the Panelists.

Independent perspectives will inform the international evaluation and refinement of the CLAIRE Framework.

DISCLOSURE STATUS / 01

Names will follow the study.

To protect the independence and confidentiality of the consensus process, invited and participating panelists will not be identified at this stage.

This page may be updated after the study has concluded, and only for panelists who have expressly authorized public acknowledgment. Participation does not imply endorsement of the final recommendations.

THREE COMPLEMENTARY PERSPECTIVES

01Imaging & AI researchers

02Clinical stakeholders

03Data scientists

Panel composition will consider geographic diversity across the five United Nations M49 regions. The protocol envisages an asynchronous modified e-Delphi process of up to three rounds.