18 June 2020 : Clinical Research
Ensemble Deep Learning Model for Multicenter Classification of Thyroid Nodules on Ultrasound Images
Xi Wei1ACDEG*, Ming Gao2BEF, Ruiguo Yu3BCD, Zhiqiang Liu3BCE, Qing Gu4BC, Xun Liu5BC, Zhiming Zheng6BC, Xiangqian Zheng2BC, Jialin Zhu1ABCDEF, Sheng Zhang1BDDOI: 10.12659/MSM.926096
Med Sci Monit 2020; 26:e926096
Supplementary Table 4 Test results of weak and strong classifiers in the diagnosis of thyroid nodules.
| Model | Accuracy | Sensitivity | Specificity |
|---|---|---|---|
| Weak Model 1 | 92.24% | 95.22% | 87.29% |
| Weak model 2 | 92.31% | 91.89% | 93.00% |
| Weak Model 3 | 91.89% | 91.00% | 92.26% |
| Strong Model | 93.70% | 93.19% | 94.01% |