Hoàng Đức Nhật Minh

How to predict trained model to other datasets?

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**Hi Team,** I have 4 datasets: A, B, C, and D. They are different datasets, but have the same organ: the prostate. I do not have test data. So I...

Hi team, I think it is more easier for community to use your paper, your source code if you can **share all commands that you used to run and get...

Hi Team, ```py class DataLoader3D(SlimDataLoaderBase): def __init__(self, data, patch_size, final_patch_size, batch_size, has_prev_stage=False, oversample_foreground_percent=0.0, memmap_mode="r", pad_mode="edge", pad_kwargs_data=None, pad_sides=None): super(DataLoader3D, self).__init__(data, batch_size, None) if pad_kwargs_data is None: pad_kwargs_data = OrderedDict() self.pad_kwargs_data =...

Understand setup_DA_params() in nnUNetTrainerV2

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Hi team, I am trying to understand the method setup_DA_params defined in nnUNetTrainerV2. Could you give me some comments on this code, especially **self.basic_generator_patch_size**? ```py def setup_DA_params(self): """ - we...

[nnUnet tutorial] - Task001/nnUNetPlansv2.1_plans_2D.pkl not found

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When I train model, I met FileNotFoundError: [Errno 2] No such file or directory root/my_nnunet/nnUNet/nnunet/preprocessed/Task001/nnUNetPlansv2.1_plans_2D.pkl 

Hi @rezazad68 I hope you have a great last week of the year! Can you explain your implemented dice loss: ``` def _dice_loss(self, score, target): target = target.float() smooth =...

Explain dice + bce loss range of values

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 Hi Team, I don't know why the best value is -1, and the worst value is inf when: - The range of bce: [0; inf] - The range of...