Table 3 Confusion matrix of Densenet121 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%) | 1(0.83%) | 2(1.65%) | 2(1.65%) | 3(2.48%) | |
MTC | 1(4.76%) | 17(80.95%) | 1(4.76%) | 1(4.76%) | 1(4.76%) | |
FTC | 1(6.67%) | 1(6.67%) | 11(73.33%) | 1(6.67%) | 1(6.67%) | |
Adenoma | 2(9.09%) | 2(9.09%) | 1(4.55%) | 13(59.09%) | 3(13.64%) | 1(4.55%) |
Adenomatous goiter | 1(8.33%) | 1(8.33%) | 6(50.00%) | 4(33.33%) | ||
Normal thyroid | 52(100.00%) | |||||