saliency maps #1
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ss8319
commented
Nov 24, 2025
src/dataset.py
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| # Use mri_path if available, otherwise construct from Subject/pat_id | ||
| if 'mri_path' in self.dataframe.columns: | ||
| img_path = str(self.dataframe.loc[idx, 'mri_path']) | ||
| elif 'Subject' in self.dataframe.columns: |
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mri_path, Subject, label and Group are column headings/fields in our csv
ss8319
commented
Nov 24, 2025
src/dataset.py
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| if 'mri_path' in self.dataframe.columns: | ||
| img_path = str(self.dataframe.loc[idx, 'mri_path']) | ||
| elif 'Subject' in self.dataframe.columns: | ||
| # Fallback: use Subject column to construct path |
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remove fallback so we dont fail silently
ss8319
commented
Nov 24, 2025
| # Extract the ViT backbone from the BrainIAC model | ||
| vit_model = model.backbone | ||
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| success_count = 0 |
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simple error counts for batch runs
…ecursive wrapping
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Improving saliency map generation via attention for BrainIAC