Tri-correcting: Label noise correction via triple CNN ensemble for carotid plaque ultrasound image classification

Ran Zhou, Weiyan Gan, Furong Wang, Zhi Yang, Zhongwei Huang, Haitao Gan

Abstract: Highlights•Tri-Correcting is proposed for carotid plaque classification with noisy labels.•Joint voting and instance allocation strategies are proposed to correct noisy labels.•Tri-correcting’s high performance makes it useful in assessing CAD patient risk.