15 August 2020 : Clinical Research
Visual Interpretability in Computer-Assisted Diagnosis of Thyroid Nodules Using Ultrasound Images
Xi Wei1ADEFG, Jialin Zhu1ACDEF*, Haozhi Zhang2CDF, Hongyan Gao3BCF, Ruiguo Yu4BCD, Zhiqiang Liu4BCD, Xiangqian Zheng2BF, Ming Gao2AF, Sheng Zhang1ABDEFDOI: 10.12659/MSM.927007
Med Sci Monit 2020; 26:e927007
Supplementary Table 1 The structure of the visualization model.
| Layer name | Output size | Activation |
|---|---|---|
| conv1_1 | 224×224×64 | Relu |
| conv1_2 | 224×224×64 | Relu |
| pool1 | 112×112×64 | |
| conv2_1 | 112×112×128 | Relu |
| conv2_2 | 112×112×128 | Relu |
| pool2 | 56×56×128 | |
| conv3_1 | 56×56×256 | Relu |
| conv3_2 | 56×56×256 | Relu |
| conv3_3 | 56×56×256 | Relu |
| conv3_4 | 56×56×256 | Relu |
| pool3 | 28×28×256 | |
| conv4_1 | 28×28×512 | Relu |
| conv4_2 | 28×28×512 | Relu |
| conv4_3 | 28×28×512 | Relu |
| conv4_4 | 28×28×512 | Relu |
| pool4 | 7×7×512 | |
| Fully connection | 25088 | |
| Softmax | 2 |