Neural tissue recognition method and system based on neural network and storage medium

作者: Mo Ruoli , Yin Chen , Gan Conggui , Zhao Mingchang

DOI:

关键词: Ultrasonic sensorArtificial intelligenceArtificial neural networkComputer visionRecognition systemUltrasonic testingPeripheral nerveComputer science

摘要: The invention relates to the technical field of ultrasonic inspection, and particularly discloses a neural tissue recognition method based on network. identification comprises thesteps obtaining an image or video peripheral nerve; identifying types contours nerves in through trained network model; according identified nerve contour, tracking real time obtain dynamic information nerves. also system storage medium storing method. are automatically by using model, can be obtained real-time contour speed accuracy improved, heavy workload existing doctor is relieved, helpful for improving efficiency doctor.

参考文章(4)
Yingchun Zhong, Liping Wang, Jianghui Dong, Yi Zhang, Peng Luo, Jian Qi, Xiaolin Liu, Cory J. Xian, Three-dimensional Reconstruction of Peripheral Nerve Internal Fascicular Groups Scientific Reports. ,vol. 5, pp. 17168- 17168 ,(2015) , 10.1038/SREP17168
Juan J Giraldo, Mauricio A Álvarez, Álvaro A Orozco, None, Peripheral nerve segmentation using Nonparametric Bayesian Hierarchical Clustering international conference of the ieee engineering in medicine and biology society. ,vol. 2015, pp. 3101- 3104 ,(2015) , 10.1109/EMBC.2015.7319048
Daniel Moiseev, Bo Hu, Jun Li, Morphometric analysis of peripheral myelinated nerve fibers through deep learning. Journal of The Peripheral Nervous System. ,vol. 24, pp. 87- 93 ,(2019) , 10.1111/JNS.12293
Gao Ming, Zhang Qiang, Wei Xi, Zhang Sheng, Zhang Lun, Chen Kexin, Li Xiangchun, Convolution neural network training method, ultrasonic image recognition and location method and system ,(2019)