neouuid / dsb3

A deep learning framework for lung cancer prediction or pulmonary nodule screening.

About

A deep learning framework for lung cancer prediction or pulmonary nodule screening.

The origin project is here :

https://github.com/EliasVansteenkiste/dsb3

This project update the code from python2 to python3.

How to build

1. install python 3.6+

2. install packages

    pip install numpy
    pip install lasagne
    pip install theano
    pip install matplotlib
    pip install SimpleITK
    pip install scipy

3. use IDE like pycharm to open the project

Reference

https://eliasvansteenkiste.github.io/machine%20learning/lung-cancer-pred/

https://luna16.grand-challenge.org

https://www.kaggle.com/c/data-science-bowl-2017

https://www.kaggle.com/c/data-science-bowl-2018