Radiomics stability analysis

Hi,

I am currently searching for a good method to test for radiomics feature stability.
Unfortionetly, I do not have the opportunity to do a test-retesting as I am working with retrospective data.
Is there any good method to do it and is the interclass correlation coefficient (ICC) the best choice?

Best,
Jonas