SSL4MIS
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HiLab-git
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
https://github.com/HiLab-git/SSL4MIS/blob/ad16872abd672cdcbe1ce387614797baa0a4dc6a/code/train_uncertainty_rectified_pyramid_consistency_2D.py#L165 I noticed a log operation employed before calculating KL divergence. I was confused about it, and it is different from Eq. (4) in either the MIA paper or the...
In this project, the consistency_weight is set to 0.1,while in Cross-Consistency Training [https://github.com/yassouali/CCT/blob/master/configs/config.json](url),it was set to 30. Maybe it is different. I'm NOT sure whether it influence the result or...
Maybe the test_single_volume function in val_2D.py also needs to be modified,where the input channel of the net is set to 1 while the model is trained with 3 channel
Hello, First of all congratulations for this amazing work. I want to ask how you handle the creation of dataloaders for labeled and unlabaled data. To the best of my...
Hello , In the below line i do no not see the initialisation of worker_init_fn in the code available in the file train_cross_teaching_between_cnn_transformer_2D.py. Please can you help me with this....
Hi! Thank you for providing this code — it's been very helpful, and I'm using it with great appreciation. I have one question: would it be possible for this model...
I hope this message finds you well. I recently noticed that the .h5 files you provided have a remarkably small footprint—only about 814 MB in total—and I am very impressed....
