Research Article

Thyroid Diagnosis from SPECT Images Using Convolutional Neural Network with Optimization

Table 2

Hashimoto disease class performance comparison of different methods (percent).

NetworkDenseNet121ResNet101InceptionV3VGG19MVGGGoogleNetSDAEProposed

Recall97.1796.5092.3391.6790.3393.1794.5098.50
Precision95.5794.9290.6791.2191.7191.4993.4198.50
Accuracy98.1797.8395.7195.7195.5496.1396.9699.25
Specificity98.5098.2896.8397.0697.2897.1197.7899.50
F1 score96.3795.7091.4991.4491.0292.3293.9598.50