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Image Credit: Arxiv

MedSegFactory: Text-Guided Generation of Medical Image-Mask Pairs

  • 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.

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