Lung cancer risk estimation on thorax CT scans - DSB2017 grt123
- Generic Medical Image
- Generic Overlay (An overlay of unknown type. Legacy, please use alternative interfaces.)
- Results JSON File (A collection of results of unknown type. Legacy, if possible please use alternative interfaces.)
This algorithm analyzes non-contrast CT scans of the thorax and predicts the lung cancer risk. The algorithm is described in this publication by Fangzhou Liao, Ming Liang, Zhe Li, and Xiaolin Hu and the code is publicly available on Github.
This algorithm was developed as part of the Kaggle Data Science Bowl in 2017 and won the first place in this challenge.
Image courtesy of Fangzhou Liao et al. in the previously mentioned paper.
Uses and Directions
This algorithm was developed for research purposes only.