The invention provides an ultrasonic image hashimoto thyroiditis recognition method based on a deep neural network, and relates to the technical field of thyroiditis recognition. The ultrasonic imagehashimoto thyroiditis recognition method based on the deep neural network comprises the following steps: a, training a related CNN model by utilizing a thyroid ultrasonic image data set with annotation information; b, segmenting a thyroid region from the original thyroid ultrasound image by using a segmentation model; and c, inputting into the classification model to obtain a final hashimoto thyroiditis classification label. The ultrasonic image hashimoto thyroiditis recognition method based on the deep neural network has the advantages of being high in accuracy and good in generalization performance.
Ultrasonic image hashimoto thyroiditis identification method based on deep neural network