15 August 2020>: Clinical Research
Visual Interpretability in Computer-Assisted Diagnosis of Thyroid Nodules Using Ultrasound Images
Xi Wei 1ADEFG , Jialin Zhu 1ACDEF* , Haozhi Zhang 2CDF , Hongyan Gao 3BCF , Ruiguo Yu 4BCD , Zhiqiang Liu 4BCD , Xiangqian Zheng 2BF , Ming Gao 2AF , Sheng Zhang 1ABDEF*DOI: 10.12659/MSM.927007
Med Sci Monit 2020; 26:e927007
Table 2 The performance of the model whose training sets are using different types of images.
Experiment | Training set | Accuracy | Sensitivity | Specificity |
---|---|---|---|---|
1 | Full image | 0.8796 | 0.8899 | 0.8609 |
2 | Black bars removed | 0.8715 | 0.8480 | 0.8851 |
3 | ROI | 0.9315 | 0.9229 | 0.9362 |