Machine Learning Method Identifies Precancerous Colon Polyps (IMAGE)
Caption
The radiomics workflow comprised three steps: manual segmentation of colorectal polyps in multiplanar two-dimensional CT colonography images; image filtering and feature extraction characterizing shape, histogram statistics, or texture; and feature-based training of a random forest classification algorithm to differentiate between benign and premalignant colorectal polyps according to the histopathologic reference standard.
Credit
Radiological Society of North America
Usage Restrictions
May use with credit.
License
Licensed content