Ran Zhou

Global and local pseudo-label filtering for semi-supervised carotid plaque classification from ultrasound

A novel deep semi-supervised learning algorithm utilizing global and local pseudo-label filtering (GLPF) to enhance the classification of carotid ultrasound images and highlight the efficacy and precision of the GLPF algorithm in classifying carotid plaques with limited labeled training data, indicating its potential f...