Kaggle Data Science Bowl 2017 - Detecting Lung Cancer From DICOM Scans

EDA.ipynb

Exploration and visualization of lung scans and slices. (Thanks to Guido Vuidhof for most of this code).

unet_node_masking.ipynb

Preprocessing, lung segmentation, and candidate point masking using pretrained LUNA16 Unet model.

threshold_node_masking.ipynb

Alternative strategy for preprocessing, lung segmentation, and candidate point masking (Inspired by this kernel).

preprocess.ipynb

Loading, resampling, lung masks, normalization.

3d_cnn.ipynb

Early attempts at 3D convnet