yhygao
yhygao
The medformer in this repo is trained from scratch for all datasets without any pretraining weights. For nnFormer, I copied their original model code with very minor modifications to make...
Could you please update the train/test split list of ACDC?
Hi, Thank you for your interest in our work. Yes, this is a preprocessing step to normalize the image. Basically, it normalizes the value of the region of interest to...
Hi, Thank you for your interest in our work. I provide an inference script in the dev branch, named `prediction.py`. You can take a look at it： https://github.com/yhygao/CBIM-Medical-Image-Segmentation/blob/dev/prediction.py The usage...
Could you please provide more context for me to identify the problem? Like in which row of the script raises this error? This is typical because the size of the...
I've pushed a new update. The new prediction.py supports both 2D and 3D inference.
Are you dealing with the LiTS dataset with a 3D model? How is the training and validation curve? Is the validation dice look correct? I never have this issue before....
The learning curve looks like the model learns something, but the accuracy is lower than in my experiments. As I commented in the 164 line of prediction.py, you need to...
I'll consider unifying the preprocessing of different datasets in a consistent way in the future commit, as I find different intensity normalization values don't have significant impact on the final...
把预测时候的预处理和训练时的预处理统一起来理论上应该能够解决这个问题。我之前是在KiTS和ACDC上做的测试，没有什么问题。我最近会在LiTS上再试一下，我尽量这周末给出一个结果。