Detection and Recognition of Ultrasound Breast Nodules Based on Semi-supervised deep learning

2020-04-29 radiology and imaging Title + abstract only

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BackgroundThe successful application of deep learning in medical images requires a large amount of annotation data for supervised training. However, massive labeling of medical data is expensive and time consuming. This paper proposes a semi-supervised deep learning method for the detection and classification of benign and malignant breast nodules in ultrasound images, which include two phases. MethodsThe nodule position in the ultrasound image is firstly detected using the faster RCNN network....

Detection and Recognition of Ultrasound Breast Nodules Based on Semi-supervised deep learning

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