Cascaded one-shot deformable convolutional neural networks: Developing a deep learning model for respiratory motion estimation in ultrasound sequences - Liu, Fei; Liu, Dan; Tian, Jie; Xie, Xiaoyan; Yang, Xin; Wang, Kun (Medical image analysis, 2020)
Keywords: Artificial neural networks; Cascaded Siamese network; Convolution; Datasets; Deep learning; Formability; Image quality; Medical imaging; Motion simulation; Neural networks; One-shot deformable convolution; Radiation; Radiation therapy; Respiratory motion estimation; Robustness; Signal to noise ratio; Tracking; Ultrasonic imaging; Ultrasound; Ultrasound sequence; Ultrasound sequence; Cascaded Siamese network; Respiratory motion estimation; One-shot deformable convolution