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LUNA-Challenge

LUNA (LUng Nodule Analysis) 16 - ISBI 2016 Challenge

https://luna16.grand-challenge.org/

The model is based on the book Deep Learning with PyTorch

End to End Model

Sample CT Scan with (I,R,C) coordinates

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U-Net Architecture for Segmentation

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Sample result from segmentation identifying a positive nodule

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Resnet model for classification

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Data augmentation techniques for balanced dataset

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A CT segment

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ROC Curve for final classifier with last layer fine tuned

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