CPTV: Classification by tracking of carotid plaque in ultrasound videos

Jiang Xie, Ying Li, Xiaochun Xu, Jinzhu Wei, Haozhe Li, Shuo Wu, Haibing Chen

Abstract: Highlights•Echo classification of plaques in ultrasound videos is provided.•This is the first study to deeply combine plaque tracking and classification.•This framework is robust in identifying plaques with inconsistent echo in video.