Automated tubule nuclei quantification and correlation with oncotype DX risk categories in ER+ breast cancer whole slide images.
David Romo-BucheliAndrew JanowczykEduardo RomeroHannah GilmoreAnant MadabhushiPublished in: Medical Imaging: Digital Pathology (2016)
Keyphrases
- breast cancer
- digital mammography
- mammogram images
- image analysis
- image data
- image features
- computer aided diagnosis
- three dimensional
- breast cancer detection
- breast cancer diagnosis
- breast tissue
- input image
- segmentation method
- quantitative evaluation
- early detection
- region of interest
- cell nuclei
- cad systems
- microscopy images
- computer aided
- fully automatic
- logistic regression
- computer aided detection
- mammographic images
- benign and malignant
- diagnosis of breast cancer