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Confounds Limit FM CT Specificity

Confounds Limit FM CT Specificity

Foundation models match task-specific discrimination in abdominal trauma CT but suffer specificity drops from negative-class heterogeneity like solid organ injuries. Task-specific models handle confounds better. Adaptation via labeled training reduces susceptibility.

ArXiv AIResearchFeb 12#research#foundation-models#v1