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

Low diversity of MAISI when given few anatomies #1881

Open
Masaaki-75 opened this issue Nov 19, 2024 · 0 comments
Open

Low diversity of MAISI when given few anatomies #1881

Masaaki-75 opened this issue Nov 19, 2024 · 0 comments

Comments

@Masaaki-75
Copy link

Masaaki-75 commented Nov 19, 2024

I've been playing with MAISI for a few days and found that, if the anatomy list contains only a few labels (which is typical if i want to focus on 'head' region, e.g., ['brain', 'vertebrae C1', ...]), the inference may produce results with low diversity, even if i change the random seeds for each iteration (see below).

image

I am generating volumes with masks data provided by the MAISI team, and i guess the generation diversity highly depends on the diversity of such predefined mask database. So, i am wondering if there is a way to generate diverse head-region volumes using MAISI without reliance on the provided mask database?

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

1 participant