Diffusion-Based Tumor Inpainting for Renal Segmentation under Clinical Data Scarcity

Ekaterina Sedykh, Salme Ussanov, Dmytro Fedorenko +1

Deep learning segmentation of renal tumors requires large annotated datasets, yet clinical deployments typically offer only a handful of tumor-positive cases from the target site.…