summary lung nodule with 9 attribute
python 3.5.2
pytorch 0.2.0
- malignancy (range: 1~5)
- sphericity (range: 1~5)
- margin (range: 1~5)
- spiculation (range: 1~5)
- texture (range: 1~5)
- calcification (range: 1~6)
- internal structure (range: 1~4)
- lobulation (range: 1~5)
- subtlety (range: 1~5)
- lung nodule data from lidc
- https://luna16.grand-challenge.org/download/
- download data and candidates_V2.csv
- https://wiki.cancerimagingarchive.net/display/Public/LIDC-IDRI
- download Radiologist Annotations/Segmentations (XML)
- Download Data
- set path with config_training.py
- python prepare.py
- for make preprocessing data
- python rule.py
- see result of lidc nodule summary