Lung Detection for nodules 0.0.1
this is a fork of Lung Detection system developed in 2017
First goal is conversion of python 2.7 to python 3.7 the files and code kept here not the full
2nd goal is mergering of methods and testing against a competing model of Juliandewit https://github.com/juliandewit/kaggle_ndsb2017
Preprocessing
Preprocessing for some code is update date for python 3.7
Detection
The detection class works currently for python 3.7
references
https://github.com/lfz/DSB2017
https://github.com/juliandewit/kaggle_ndsb2017
Paper link to the original project
https://arxiv.org/abs/1711.08324 Please cite this paper if you find this project helpful for your research.
Old Dependencies
Ubuntu 14.04, python 2.7, CUDA 8.0, cudnn 5.1, h5py (2.6.0), SimpleITK (0.10.0), numpy (1.11.3), nvidia-ml-py (7.352.0), matplotlib (2.0.0), scikit-image (0.12.3), scipy (0.18.1), pyparsing (2.1.4), pytorch (0.1.10+ac9245a) (anaconda is recommended)
This is my configuration, I am not sure about the compatability of other versions