CSG generates musculoskeletal ultrasound images by jointly conditioning a latent diffusion model on anatomical masks and style-matched context images, reporting improved segmentation Dice scores and lower FID than a single GAN baseline.
Deep learning with convolutional neural network in radiology,
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CSG: A Context-Semantic Guided Diffusion Approach in De Novo Musculoskeletal Ultrasound Image Generation
CSG generates musculoskeletal ultrasound images by jointly conditioning a latent diffusion model on anatomical masks and style-matched context images, reporting improved segmentation Dice scores and lower FID than a single GAN baseline.