jvwilliams23 / pyssam Goto Github PK
View Code? Open in Web Editor NEWA Python library for biomedical statistical shape and appearance modelling.
Home Page: https://pyssam.readthedocs.io/
License: GNU Affero General Public License v3.0
A Python library for biomedical statistical shape and appearance modelling.
Home Page: https://pyssam.readthedocs.io/
License: GNU Affero General Public License v3.0
To demonstrate how to determine SSM coefficients, we should add a jupyter notebook tutorial.
This may require creation of a toy dataset to enable creating two groups of similar shapes, but with sufficient difference to separation of SSM coefficients.
Related to #2
Hello Williams
Sorry to disturb
I'd like to ask how to understand the meaning of "ssm_obj.pca_model_components". If I have 20 landmark files, and I want to get the first three eigenvectors of covariance matrix, can these three eigenvectors represent the information of the above 20 landmark files?
Best wishes!
Hello Josh,
I'm currently working on my Bachelor's Thesis. It's about statistical shape modeling using the example of femoral heads. I segmented my CT-scans and now have a 3D model of each femoral head.
I could not find any code, to automatically set landmarks on my segmentation. I tried using your code by having the segmentations as STL-data and using those already existing landmarks. That obviously did not make sense because my data is not oriented and I don't think it would work either way.
You mentioned that you used an automatic algorithm detailed by [Ferrarini et al. (2007)]. Is it possible to share this code?
Thanks for your help.
Best wishes,
Lara
A declarative, efficient, and flexible JavaScript library for building user interfaces.
๐ Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ๐๐๐
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google โค๏ธ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.