Discover and read the best of Twitter Threads about #RoentGen
Most recents (1)
🎉Introducing RoentGen, a generative vision-language foundation model based on #StableDiffusion, fine-tuned on a large chest x-ray and radiology report dataset, and controllable through text prompts!
@PierreChambon6 @Dr_ASChaudhari @curtlanglotz
🧵#Radiology #AI #StanfordAIMI
@PierreChambon6 @Dr_ASChaudhari @curtlanglotz
🧵#Radiology #AI #StanfordAIMI
#RoentGen is able to generate a wide variety of radiological chest x-ray (CXR) findings with fidelity and high level of detail. Of note, this is without being explicitly trained on class labels.
Built on previous work, #RoentGen is a fine-tuned latent diffusion model based on #StableDiffusion. Free-form medical text prompts are used to condition a denoising process, resulting in high-fidelity yet diverse CXR, improving on a typical limitation of GAN-based methods.
