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Mean dice coming out to be 0 about medicalnet HOT 3 CLOSED

tencent avatar tencent commented on August 23, 2024
Mean dice coming out to be 0

from medicalnet.

Comments (3)

DecentMakeover avatar DecentMakeover commented on August 23, 2024

Hi, thanks for the response

Its a 2 class segmentation task.

from medicalnet.

cshwhale avatar cshwhale commented on August 23, 2024

Hi, there are 3 suggestions:

  1. If your custom data is small amount, it may be better to use batchnorm parameters from the pre-trained model during training.
  2. If the task is unbalanced segmentation (small-sized target), patch-based segmentation method may be a good choice.
  3. Use shallow neural network or skip-connection.
    Hope it helps.

from medicalnet.

DecentMakeover avatar DecentMakeover commented on August 23, 2024

Thanks for your suggestions, Ill check .

from medicalnet.

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