Visual Interpretability in Computer-Assisted Diagnosis of Thyroid Nodules Using Ultrasound Images

Xi Wei; Jialin Zhu; Haozhi Zhang; Hongyan Gao; Ruiguo Yu; Zhiqiang Liu; Xiangqian Zheng; Ming Gao; Sheng Zhang

doi:10.12659/MSM.927007

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

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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

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Visual Interpretability in Computer-Assisted Diagnosis of Thyroid Nodules Using Ultrasound Images

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