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
Supplementary Table 2 The structure of the model in A/T ratio experiment.
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 | 14×14×512 | |
conv5_1 | 14×14×512 | Relu |
conv5_2 | 14×14×512 | Relu |
conv5_3 | 14×14×512 | Relu |
conv5_4 | 14×14×512 | Relu |
pool5 | 7×7×512 | |
Fully connection 1 | 25088 | |
Fully connection 2 | 25088 | |
Fully connection 3 | 2 | |
Softmax | 2 |