Predicting hormone receptors and PAM50 subtypes of breast cancer from multi-scale lesion images of DCE-MRI with transfer learning technique.
Wenlong MingFuyu LiYanhui ZhuYunfei BaiWanjun GuYun LiuXiao SunXiaoan LiuHongde LiuPublished in: Comput. Biol. Medicine (2022)
Keyphrases
- breast cancer
- transfer learning
- dce mri
- benign and malignant
- breast tissue
- multiscale
- computer aided diagnosis
- logistic regression
- contrast enhancement
- image analysis
- edge detection
- image data
- input image
- region of interest
- semi supervised learning
- learning algorithm
- mri data
- active contour model
- fully automatic
- cad systems
- labeled data
- active learning
- segmentation method
- image enhancement
- active contours
- image processing
- computer vision