aSeven ultrasonographic features including margin,aspect ratio, echo ,calcification,blood ditribution, heterogeneous enhancement and peak intensity were valuable in the diagnosis of malignant thyroid solid nodule with CLT .The percentage of correct prediction,the sensitivity and specificity were 88.9,81.8 ...
On the thyroid ultrasound dataset, our method significantly mitigated the area under curve (AUC) disparity for three less-prevalent subgroups by 0.213, 0.112, and 0.173 while maintaining the AUC for dominant subgroups; we also further confirmed the generalizability of our approach ...