Convolutional Neural Network for Breast and Thyroid Nodules Diagnosis in Ultrasound Imaging

Figure 5

Diagnosis of thyroid and breast nodules with benign or malignant tendency by ultrasound guidelines and CNN. (a) Fibroadenoma. The nodule was classified as BI-RADS 3, while the diagnosis of CNN was benign tendency (93.24%). (b) Invasive breast carcinoma. The nodule was classified as BI-RADS 4, while the diagnosis of CNN was malignant tendency (100%). (c) Papillary thyroid carcinoma. The nodule was classified as TR5, while the diagnosis of CNN was malignant tendency (99.39%). (d) Nodular goiter. The nodule was classified as TR2, while the diagnosis of CNN was benign tendency (100%).

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