SHA-MTL: soft and hard attention multi-task learning for automated breast cancer ultrasound image segmentation and classification.
Guisheng ZhangKehui ZhaoYanfei HongXiaoyu QiuKuixing ZhangBenzheng WeiPublished in: Int. J. Comput. Assist. Radiol. Surg. (2021)
Keyphrases
- multi task learning
- breast cancer
- breast cancer diagnosis
- multi task
- mammogram images
- binary classification tasks
- multiple tasks
- learning tasks
- multitask learning
- gaussian processes
- multiple task learning
- learning problems
- diagnosis of breast cancer
- logistic regression
- computer aided diagnosis
- decision trees
- machine learning
- support vector
- high order
- theoretical analysis
- transfer learning
- supervised learning
- support vector machine
- feature selection
- learning models
- learning algorithm
- feature set
- multi class
- classification accuracy
- training set
- machine learning algorithms
- text classification
- inductive learning
- feature vectors
- expert systems
- feature space