Table 5 Confusion matrix of EfficientNet classification results
From: The value of deep neural networks in the pathological classification of thyroid tumors
Classification | ||||||
|---|---|---|---|---|---|---|
Pathological diagnosis | PTC | MTC | FTC | Adenoma | Adenomatous goiter | Normal thyroid |
PTC | 113(93.39%) | 2(1.65%) | 3(2.48%) | 1(0.83%) | 1(0.83%) | 1(0.83%) |
MTC | 4(19.05%) | 16(76.19%) | 1(4.76%) | |||
FTC | 1(6.67%) | 4(26.67%) | 8(53.33%) | 2(13.33%) | ||
Adenoma | 6(27.27%) | 14(63.64%) | 2(9.09%) | |||
Adenomatous goiter | 1(8.33%) | 2(16.67%) | 6(50.00%) | 3(25.00%) | ||
Normal thyroid | 1(1.92%) | 51(98.08%) |