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Limb Salvage Prediction with Pedal Angiograms

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How to use:

Upload the pedal angiogram (DSA) in sagittal view to predict the probability of limb salvage or amputation.

All calculations will be performed on the user's side in the browser, ensuring privacy with no data transfer to third-party servers. The data utilized by the model are transformed by machine learning algorithms, and no patient data are stored here
Author: Yury Rusinovich
Email: yury.rusinovich@gmail.com
Deployment Date: 2024-10-01

Training Settings:

Outcome: Amputation, Salvage, bias
Class Counts (n): 600, 436, 425
Augmentation: horizontally flipping
Number of Epochs: 37
Initial Learning Rate: 0.001
Batch Size: 16

Performance:

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Comments:

2024-10-07 16:24:59: (admin:)

If you have any questions or suggestions about the model, feel free to leave a comment here.

2024-10-07 18:00:37: ✍️

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This Machine Learning model could be downloaded and retrained by adding new data here