Project-MONAI / Project-MONAI/model-zoo

UNEST brain segmentation getting noise in the segmentation

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Dominant language
Python
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Forks
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Description

Hello everyone,

Thank you for the MONAI bundle feature—it's much easier to use!

I was trying out the bundle on different datasets and noticed that the model is producing segmentation errors, as shown in the figure. I tried keeping the largest component and filtering the intensities, but this didn't help.

Can someone please help me resolve this?

Thank you!

Image

Contributor guide

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First steps

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  3. Fork the repository and make your change on a branch.
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Research direction

Start by reproducing the reported noise with the UNEST bundle on the datasets used by the reporter and compare the output with the attached figure. The issue names no files, tests, datasets, or expected segmentation, so a useful resolution would first establish whether the problem is in the bundle or input processing and document the confirmed cause.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
computer-vision, machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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