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Domain Knowledge vs AI: Detecting Cervical Spine Fractures from CT Scans

Classification

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Versions
2023-03-16 7:56pm
v3
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2 years ago
2023-03-16 2:18pm
v2
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2 years ago
2023-03-16 1:45pm
v1
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2 years ago
v3

2023-03-16 7:56pm

Generated on Mar 17, 2023
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Dataset Split

Train Set 88%
8452Images
Valid Set 4%
432Images
Test Set 8%
724Images

Preprocessing

Resize: Stretch to 224x224
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
Exposure: Between -5% and +5%

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