Medical Instrument Segmentation in 3D US by Hybrid Constrained Semi-Supervised Learning

Hongxu Yang, Caifeng Shan, R. Arthur Bouwman +3

Medical instrument segmentation in 3D ultrasound is essential for image-guided intervention. However, to train a successful deep neural network for instrument segmentation, a large…