Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

question about data #8

Open
Shawn0099 opened this issue Sep 20, 2019 · 2 comments
Open

question about data #8

Shawn0099 opened this issue Sep 20, 2019 · 2 comments

Comments

@Shawn0099
Copy link

Hi,
I am using this code for brain tumor segmention(BRATS dataset),and the result is not satisfying.In another issue you mentioned the data you uesd,i'm wondering if you can share the data so i can have a try.
Thanks

@jefflgaol
Copy link

@jackyko1991
Copy link
Owner

You may need to adjust the config.json for image patch size (for head data, i recommend to be around 25625632 with a 11GB GPU)

Also preprocessing pipeline need to be adjusted with different normalization methods, for LITS dataset you may try manual normalization with HU value [0,300], this is call soft tissue window and better visualizing specific tissues for both human and the machine

Several factors like decay rate, initial learning rate would also affect final result

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

3 participants