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IDH_Classification_BrainIAC / README.md
Divyanshu Tak
Add BrainIAC IDH Classification app with Vision Transformer model
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title: BrainIAC IDH Classification
emoji: 🧠
colorFrom: blue
colorTo: purple
sdk: docker
pinned: false
license: mit

BrainIAC: IDH Classification

A Vision Transformer model for predicting IDH mutation status from dual MRI sequences (FLAIR + T1c).

Features

  • Upload FLAIR and T1c MRI NIfTI files
  • Optional preprocessing (registration + enhancement + skull stripping)
  • Vision Transformer attention map visualization
  • Interactive slice-by-slice attention viewing
  • Real-time IDH mutation prediction with confidence scores

Usage

  1. Upload FLAIR and T1c MRI scans (.nii or .nii.gz)
  2. Optionally enable preprocessing
  3. Enable saliency maps for attention visualization
  4. Adjust prediction threshold
  5. View results and attention maps

Research use only