Instance Migration Diffusion for Nuclear Instance Segmentation in Pathology

no code implementations • 2 Apr 2025 • Lirui Qi, Hongliang He, Tong Wang, Siwei Feng, Guohong Fu

To tackle this challenge, we propose a novel data augmentation framework Instance Migration Diffusion Model (IM-Diffusion), IM-Diffusion designed to generate more varied pathological images by constructing diverse nuclear layouts and internuclear spatial relationships.

Data Augmentation Instance Segmentation +2