A New Classification Method in Ultrasound Images of Benign and Malignant Thyroid Nodules Based on Transfer Learning and Deep Convolutional Neural Network

Table 3

Loss values of different CNN models.

Sample no	LeNet5	VGG16	GoogLeNet	GoogLeNet (improved inception)
1	87.29	93.02	96.31	96.65
2	84.68	91.31	95.83	97.81
3	85.03	90.98	96.47	97.32
4	86.39	92.17	95.96	95.97
5	85.42	91.54	95.63	97.12
Average	85.76	91.80	96.04	96.97