nyumedml / cnn_design_for_ad Goto Github PK
View Code? Open in Web Editor NEWCode for "Generalizable deep learning model for early Alzheimer’s disease detection from structural MRIs"
License: GNU Affero General Public License v3.0
Code for "Generalizable deep learning model for early Alzheimer’s disease detection from structural MRIs"
License: GNU Affero General Public License v3.0
Hi, thanks for the great project. I am trying to reproduce the results. I have downloaded ADNI, and used .sh files to preprocess the dataset following ReadMe instructions. The model trained by config.yaml of the repo, I got 60% accuracy compared to 68% reported in the model evaluation notebook. Have you used another config.yaml file?
hi,
i just wanna test your best model, and where can i find "dir_to_scans = 'dir/to/ADNI_processed/subjects' "
did i need to process template data use your offered here “https://drive.google.com/file/d/1KurgyjQP-KReEO0gf31xxjwE5R-xuSRB/view” ?
2 poolings in models.py (line 92 and line 102) have same names. This means the last 5x5 pooling doesn't work at all. Please check your code.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 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. 📊📈🎉
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 ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.