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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* | |