Deep learning segmentation, classification, and risk prediction of complex vascular lesions on intravascular ultrasound images.
Lingbo MengMingfeng JiangChao ZhangJian ZhangPublished in: Biomed. Signal Process. Control. (2023)
Keyphrases
- ultrasound images
- ultrasound imaging
- deep learning
- medical ultrasound
- echocardiographic images
- active contour segmentation
- carotid artery
- speckle noise
- unsupervised learning
- edge detection
- speckle reduction
- machine learning
- pattern recognition
- segmentation algorithm
- feature extraction
- text classification
- feature selection
- feature space
- weakly supervised
- energy function
- level set
- image segmentation