Anatomically guided diffusion pretraining on 3D CT reaches 67.8 Dice on BTCV organ segmentation, beating restorative baselines but not the contrastive vox2vec.
Pretrain As a pretrein task, we use the image generation task, but due to the specific domain, several problems arise
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Medical Semantic Segmentation with Diffusion Pretrain
Anatomically guided diffusion pretraining on 3D CT reaches 67.8 Dice on BTCV organ segmentation, beating restorative baselines but not the contrastive vox2vec.