Prompt-mamba filtering networks for accurate hepatocellular carcinoma lesion segmentation in abdominal CT.

Results indicate significant improvements in small nodule sensitivity and generalization across diverse imaging domains, positioning Prompt-Mamba-AF as an efficient solution for multi-center clinical workflows.