Brain Shrinkage Dataset

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3
v3
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2 years ago
shrinkage
v2
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2 years ago
brain_shrinkage
v1
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2 years ago
v3

3

Generated on Mar 13, 2022
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798 Total Images

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Dataset Split

Train Set 91%
726Images
Valid Set 4%
28Images
Test Set 6%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 300x300

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Grayscale: Apply to 44% of images
Noise: Up to 5% of pixels