Detection and recognition of ultrasound breast nodules based on semi-supervised deep learning: a powerful alternative strategy

Abstract

The semi-supervised model can achieve excellent performance for nodule recognition and be useful for medical sciences. The method reduced the number of labeled images required for training, thus significantly alleviating the difficulty in data preparation of medical artificial intelligence.