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Prediction of salvage, minor amp, major amp with BTK DSA

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Predict the probability of salvage, minor amp, major amp with BTK DSA. Simply upload DSA and press the predict button.

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Author:
Email: yury.rusinovich@gmail.com
Deployment Date: 2025-10-06 13:31:03
References:
Performance and Training Settings:
Test Accuracy: 0.6571428179740906
Test Loss: 0.8433445692062378
Precision: 0.7352941176470589
Recall: 0.6333333333333333
F1 Score: 0.634920634920635
AUC: 0.8079999999999999
Per Class Precision: 0.7058823529411765,0.5,1
Per Class Recall: 0.8,0.7,0.4
Per Class F1 Score: 0.7500000000000001,0.5833333333333334,0.5714285714285715
Per Class AUC: 0.7800000000000001,0.7959999999999999,0.848
Validation Accuracy: 0.5714285373687744
Validation Loss: 0.8567407727241516
Training Accuracy: 0.723549485206604
Training Loss: 0.6827862858772278
Class Counts (n): 156, 105, 102
Outcome: salvage, minor amp, major amp
Number of Epochs: 26
Initial Learning Rate: 0.0001
Batch Size: 16
Image Augmentation: Flip Horizontal

Confusion Matrix:

Confusion Matrix

Training and Validation Logs:

Training and Validation Logs


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