Using MONAI label to fine tune the vessel segmentation

klc
Wed, 13 Mar 2024 16:35:45 +0000
Support

Hi, I have acheived robust and satisfactory segmentation result when using lungCTsegmenter before.

However, if i use other samples(LIDC-IDRI dataset), most of the results have lung/vessel leaks.

Should I use MONAI label to finetune the vessel segmentation part, or this is not a good use case? Since I watch this demo:

MONAI Label Workshop - Project Week 37

(1:35:27) and the segmentation results is not as good as the segmentation provided by lungCTsegmenter.

Can you give me a little bit suggestions on how should I fine tune the vessel segmentations? (e.g. the modelzoo from MONAI label contains many useful models, is there a model that I can utilize to produce accurate segmentations)

Thank you very mcuh

7 posts - 2 participants