Domain Knowledge Powered Deep Learning for Breast Cancer Diagnosis Based on Contrast-Enhanced Ultrasound Videos.
Chen ChenYong WangJianwei NiuXuefeng LiuQingfeng LiXuantong GongPublished in: IEEE Trans. Medical Imaging (2021)
Keyphrases
- deep learning
- breast cancer diagnosis
- contrast enhanced
- domain knowledge
- carotid artery
- ultrasound images
- breast cancer
- mr images
- unsupervised learning
- magnetic resonance
- machine learning
- ct data
- manual segmentation
- computed tomography
- video sequences
- deformable models
- patient data
- region growing
- automatic segmentation
- deformation field
- intraoperative
- magnetic resonance imaging
- medical images
- high dimensional
- prior knowledge
- edge detection
- pre operative
- multiscale
- image segmentation
- data sets
- random forest
- image data
- feature set