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

U-Net Architecture for Segmentation

Sample result from segmentation identifying a positive nodule

Resnet model for classification

Data augmentation techniques for balanced dataset

A CT segment

ROC Curve for final classifier with last layer fine tuned