The Survey of CNN-based Cancer Diagnosis System

2018 2nd annual International Conference on Cloud Technology and Communication Engineering

计算机科学;无线电电子学

Ruan, Mingzhe^1 ; Ren, Yongshuo^1 ; Wu, Zhiqi^1 ; Wu, Jianrui^1 ; Wang, Shuai^1 ; Yang, Xulei^1

School of Computer Science and Software Engineering, Tianjin Polytechnic University, Tianjin, China^1

关键词: Cancer diagnosis;    Image processing;    methods;    Implementation process;    Key technologies;    Miniature robots;    System framework;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/466/1/012095/pdf
DOI  :  10.1088/1757-899X/466/1/012095

学科分类：计算机科学（综合）

来源: IOP

【 摘 要 】

This thesis summarizes the structure and image processing methods of miniature robot from the perspectives of miniature diagnostic robot, CSF (CNN-SVM-FCN) and expert systems, in which it highlights the key technologies and the latest research progress in various aspects, analyzes the advantages and disadvantages of each method, elaborates their respective implementation processes and system framework. It also further explores ways to promote their complementary advantages and makes a prediction of the possible opportunities brought by the combination of these three methods.