SALIENT: Frequency-Aware Paired Diffusion for Controllable Long-Tail CT Detection

Yifan Li, Mehrdad Salimitari, Taiyu Zhang +2

Detection of rare lesions in whole-body CT is fundamentally limited by extreme class imbalance and low target-to-volume ratios, producing precision collapse despite high AUROC. Syn…