├── .gitignore ├── LICENSE ├── README.md ├── img └── pasta.png ├── requirements.yaml ├── src ├── config │ └── pasta_mri2pet.yaml ├── datasets │ └── dataset.py ├── diffusion │ ├── __init__.py │ ├── diff_utils.py │ ├── gaussian_diffusion.py │ ├── losses.py │ └── respace.py ├── evals │ └── ssim.py ├── model │ ├── fp16_util.py │ ├── logger.py │ ├── nn.py │ └── unet.py ├── trainer │ └── trainer.py └── utils │ ├── data_utils.py │ └── utils.py └── train_mri2pet.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/README.md -------------------------------------------------------------------------------- /img/pasta.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/img/pasta.png -------------------------------------------------------------------------------- /requirements.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/requirements.yaml -------------------------------------------------------------------------------- /src/config/pasta_mri2pet.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/src/config/pasta_mri2pet.yaml -------------------------------------------------------------------------------- /src/datasets/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/src/datasets/dataset.py -------------------------------------------------------------------------------- /src/diffusion/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/diffusion/diff_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/src/diffusion/diff_utils.py -------------------------------------------------------------------------------- /src/diffusion/gaussian_diffusion.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/src/diffusion/gaussian_diffusion.py -------------------------------------------------------------------------------- /src/diffusion/losses.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/src/diffusion/losses.py -------------------------------------------------------------------------------- /src/diffusion/respace.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/src/diffusion/respace.py -------------------------------------------------------------------------------- /src/evals/ssim.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/src/evals/ssim.py -------------------------------------------------------------------------------- /src/model/fp16_util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/src/model/fp16_util.py -------------------------------------------------------------------------------- /src/model/logger.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/src/model/logger.py -------------------------------------------------------------------------------- /src/model/nn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/src/model/nn.py -------------------------------------------------------------------------------- /src/model/unet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/src/model/unet.py -------------------------------------------------------------------------------- /src/trainer/trainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/src/trainer/trainer.py -------------------------------------------------------------------------------- /src/utils/data_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/src/utils/data_utils.py -------------------------------------------------------------------------------- /src/utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/src/utils/utils.py -------------------------------------------------------------------------------- /train_mri2pet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ai-med/PASTA/HEAD/train_mri2pet.py --------------------------------------------------------------------------------