Research Article
Classification of Thyroid Nodules with Stacked Denoising Sparse Autoencoder
Table 4
The accuracy of the IRC in various pathological classification.
| | Pathology | Accuracy in training set | Accuracy in testing set |
| | Papillary thyroid carcinoma | 694/708 (98.0%) | 49/49 (100%) | | Follicular thyroid carcinoma | 37/70 (52.9%) | 11/12 (91.7%) | | Anaplastic thyroid carcinoma | 8/8 (100%) | 11/11 (100%) | | Hurthle cell carcinoma | 3/9 (33.3%) | — | | Medullary thyroid carcinoma | 2/2 (100%) | — | | Follicular adenoma | 79/93 (84.9%) | 7/12 (58.3%) | | Hurthle cell adenomas | 10/16 (62.5%) | — | | Hashimoto throiditis | 5/6 (83.3%) | — | | Hyperplasias | 17/17 (100%) | — |
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Data were presented as number (%). IRC: immune-related classifier.
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