Categorizing malignant and benign tumors of the lungs using CT scans
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figures
README.md
model.py
preprocessing.py
regression.py

README.md

kdsb_2017

preprocessing

Includes functions for getting the data into a single format that can be used for the 3D convolutional neural network.

model

This is a (work in progress) 3D convolutional neural network based upon AlexNet that categorizes patients.

regression

This is an attempt to use simpler methods, such as linear (although it should be logistic) regression on means or different bin sizes to categorize patients. Work in progress.