generative_monai
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Warvito
Official implementation for "Generative AI for Medical Imaging: extending the MONAI Framework"
Generative AI for Medical Imaging: extending the MONAI Framework
List of projects used for the "Generative AI for Medical Imaging: extending the MONAI Framework" paper.
- Experiment I - Latent Diffusion Model for Chest X-Ray data
- Experiment I - Latent Diffusion Model for Mammography data
- Experiment I - Latent Diffusion Model for Retinal OCT data
- Experiment I - Latent Diffusion Model for 3D Brain MRI data
- Experiment I and IV - Latent Diffusion Model and Controlnets for 2D Brain MRI data generation and Image-to-Image Translation
- Experiment II - Vector Quantized Variational Autoencoder + Transformers and + Diffusion Models for Chest X-Ray data generation
- Experiment V - Cascaded Diffusion Models for 3D Brain MRI data generation
Warvito