RE-CONFIRM
RE-CONFIRM combines generic explanation checks with connectome-specific biomarker metrics. RE-CONFIRM evaluates predictor-attributor combinations in two stages. RE-CONFIRM first removes explanations that are insensitive to meaningful chang…
1 sources - 4 claims
RE-CONFIRM combines generic explanation checks with connectome-specific biomarker metrics. RE-CONFIRM evaluates predictor-attributor combinations in two stages. RE-CONFIRM first removes explanations that are insensitive to meaningful changes in data, labels, or model parameters. RE-CONFIRM then ranks surviving combinations with biomarker-specific metrics focused on top-k dynamic functional connectivity features.