Regenerative Random Forest with Automatic Feature Selection to Detect Mitosis in Histopathological Breast Cancer Images.
Angshuman PaulAnisha DeyDipti Prasad MukherjeeJayanthi SivaswamyVijaya TouraniPublished in: MICCAI (2) (2015)
Keyphrases
- breast cancer
- random forest
- digital mammography
- mammogram images
- input image
- image features
- diagnosis of breast cancer
- image classification
- logistic regression
- computer aided diagnosis
- computer aided
- image analysis
- breast cancer detection
- ensemble methods
- decision trees
- fold cross validation
- automated detection
- multi label
- data sets
- text classification
- image registration
- active learning
- region of interest
- feature set
- cancer classification
- breast tissue
- pairwise
- training data
- similarity measure
- computer vision