https://github.com/saizk/glioscan

IDH Classification for Gliomas using CNN and Transformers.
https://github.com/saizk/glioscan

attention-classification captk classification cnn cnn-classification deep-learning glioma idh idh-classification idh-status magnetic-resonance-imaging mri neural-networks transformers

Last synced: 9 months ago
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IDH Classification for Gliomas using CNN and Transformers.

• Host: GitHub
• URL: https://github.com/saizk/glioscan
• Owner: saizk
• License: mit
• Created: 2023-08-30T15:17:05.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2023-09-26T19:14:14.000Z (almost 3 years ago)
• Last Synced: 2025-04-05T14:11:15.478Z (over 1 year ago)
• Topics: attention-classification, captk, classification, cnn, cnn-classification, deep-learning, glioma, idh, idh-classification, idh-status, magnetic-resonance-imaging, mri, neural-networks, transformers
• Language: Jupyter Notebook
• Homepage:
• Size: 96.1 MB
• Stars: 5
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# GlioScan

IDH Classification for Gliomas. This repository contains a comprehensive framework leveraging MRI data to classify IDH mutations in gliomas. Utilizing state-of-the-art neural network architectures and preprocessing techniques, we aim to enhance diagnostic accuracy and aid clinical decision-making.