Deep Learning Initialized and Gradient Enhanced Level-Set Based Segmentation for Liver Tumor From CT Images

Yue Zhang1,2,3; Benxiang Jiang1,4; Jiong Wu1,5; Dongcen Ji1,4; Yilong Liu2,3; Yifan Chen6; Ed X. Wu2,3; Xiaoying Tang1

2020

10.1109/ACCESS.2020.2988647

IEEE Access   影响因子和分区

2169-3536

Segmentation convolutional neural network liver tumor level-set fuzzy c-means

SCI ; EI

第一 ; 通讯

20202008651460

Computerized tomography ; Convolution ; Deep learning ; Probability distributions ; Fuzzy inference ; Image enhancement ; Diagnosis ; Level measurement ; Pipelines ; Drop breakup ; Fuzzy systems ; Image segmentation ; Tumors

Biological Materials and Tissue Engineering:461.2 ; Ergonomics and Human Factors Engineering:461.4 ; Medicine and Pharmacology:461.6 ; Pipe, Piping and Pipelines:619.1 ; Information Theory and Signal Processing:716.1 ; Computer Theory, Includes Formal Logic, Automata Theory, Switching Theory, Programming Theory:721.1 ; Expert Systems:723.4.1 ; Computer Applications:723.5 ; Numerical Methods:921.6 ; Probability Theory:922.1 ; Physical Properties of Gases, Liquids and Solids:931.2 ; Mechanical Variables Measurements:943.2 ; Systems Science:961

IEEE

1.Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, China
2.Laboratory of Biomedical Imaging and Signal Processing, The University of Hong Kong, Hong Kong
3.Department of Electrical and Electronic Engineering, The University of Hong Kong, Hong Kong
4.School of Electronics and Information Technology, Harbin Institute of Technology, Shenzhen, China
5.School of Electronics and Information Technology, Sun Yat-sen University, Guangzhou, China
6.School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, China

Yue Zhang,Benxiang Jiang,Jiong Wu,et al. Deep Learning Initialized and Gradient Enhanced Level-Set Based Segmentation for Liver Tumor From CT Images[J]. IEEE Access,2020,8:76056-76068.

Yue Zhang.,Benxiang Jiang.,Jiong Wu.,Dongcen Ji.,Yilong Liu.,...&Xiaoying Tang.(2020).Deep Learning Initialized and Gradient Enhanced Level-Set Based Segmentation for Liver Tumor From CT Images.IEEE Access,8,76056-76068.

Yue Zhang,et al."Deep Learning Initialized and Gradient Enhanced Level-Set Based Segmentation for Liver Tumor From CT Images".IEEE Access 8(2020):76056-76068.