https://github.com/shayanriyaz/causal-mri-tumor-detect

Attempt at Bridging Vision Transformer based tumor detection with Variational Auto Encoder based Causal Learning
https://github.com/shayanriyaz/causal-mri-tumor-detect

Last synced: 9 days ago
JSON representation

Attempt at Bridging Vision Transformer based tumor detection with Variational Auto Encoder based Causal Learning

• Host: GitHub
• URL: https://github.com/shayanriyaz/causal-mri-tumor-detect
• Owner: ShayanRiyaz
• Created: 2025-02-16T23:55:03.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2025-02-17T01:04:06.000Z (3 months ago)
• Last Synced: 2025-02-17T02:21:41.739Z (3 months ago)
• Language: Jupyter Notebook
• Size: 6.13 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# Explainable AI: Image Classification

This is my own implementation of a project from manning (Image Classification and Segmentation). Instead of relying to existing models I am creating smaller custom models (Vision Transformer, Segmentation Transformers and Causal Variational Encoders).

References:

Causal AI,

* Chernozhukov, V. & Hansen, C. & Kallus, N. & Spindler, M. & Syrgkanis, V. (2024): Applied Causal Inference Powered by ML and AI. CausalML-book.org; arXiv:2403.02467. 

* Causal AI. (2025). Manning Publications. https://www.manning.com/books/causal-ai