MedSegFactory is a versatile medical synthesis framework that generates high-quality paired medical images and segmentation masks across modalities and tasks.
It aims to serve as an unlimited data repository, supplying image-mask pairs to enhance existing segmentation tools.
The core of MedSegFactory is a dual-stream diffusion model, where one stream synthesizes medical images and the other generates corresponding segmentation masks.
MedSegFactory enables on-demand generation of paired medical images and segmentation masks through user-defined prompts, facilitating scalable and high-quality data generation.