all AI news
Brain Imaging Generation with Latent Diffusion Models. (arXiv:2209.07162v1 [eess.IV])
cs.CV updates on arXiv.org arxiv.org
Deep neural networks have brought remarkable breakthroughs in medical image
analysis. However, due to their data-hungry nature, the modest dataset sizes in
medical imaging projects might be hindering their full potential. Generating
synthetic data provides a promising alternative, allowing to complement
training datasets and conducting medical image research at a larger scale.
Diffusion models recently have caught the attention of the computer vision
community by producing photorealistic synthetic images. In this study, we
explore using Latent Diffusion Models to generate …
arxiv brain brain imaging diffusion diffusion models imaging