Ultrasonic liver tissue characterization by feature fusion

► We extract five feature spaces for the ultrasonic liver tissue characterization. ► The proposed genetic-algorithm-based feature fusion is effective. ► Feature fusion combines features selected from different feature spaces. ► We select features to improve the classification accuracy for US liver images.