CT Image Segmentation of Rectal Tumor Based on U-Net Network

被引：0
|
作者：
Wang, Yu-Xue [1 ]
Xu, Chao [1 ]
机构：
[1] Northeast Petroleum University, School of Mathematics and Statistics, Daqing city, China
来源：
Proceedings - 2021 2nd International Conference on Big Data and Informatization Education, ICBDIE 2021 | 2021年
关键词：
Artificial intelligence technologies - Computer tomography images - Jaccard index - Segmentation of medical images - Segmentation results - Segmentation techniques - Small data set - Training sets;
D O I：
9457458
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：69 / 72
相关论文
共 50 条
  • [11] Rock CT Image Segmentation Based on Transfer Learning and U-Net
    Shan, Liqun
    Wang, Yulin
    Ren, Hongwei
    Liu, Yanchang
    Liu, Chengqian
    Zhang, Xiaorou
    Wang, Xiangyu
    2024 5TH INTERNATIONAL CONFERENCE ON COMPUTER ENGINEERING AND APPLICATION, ICCEA 2024, 2024, : 1057 - 1061
  • [12] Breast Tumor Ultrasound Image Segmentation Method Based on Improved Residual U-Net Network
    Zhao, Tianyu
    Dai, Hang
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [13] A Densely Connected Network Based on U-Net for Medical Image Segmentation
    Yang, Zhenzhen
    Xu, Pengfei
    Yang, Yongpeng
    Bao, Bing-Kun
    ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2021, 17 (03)
  • [14] Semantic segmentation network of uav image based on improved U-net
    Liu, Ziyi
    Huang, Jin
    2019 INTERNATIONAL CONFERENCE ON ADVANCES IN CIVIL ENGINEERING, ENERGY RESOURCES AND ENVIRONMENT ENGINEERING, 2019, 330
  • [15] Magnetic Resonance Brain Tumor Image Segmentation Based on Attention U-Net
    Ai Lingmei
    Li Tiandong
    Liao Fuyuan
    Shi Kangzhen
    LASER & OPTOELECTRONICS PROGRESS, 2020, 57 (14)
  • [16] Spine MRI image segmentation method based on ASPP and U-Net network
    Cai, Biao
    Xu, Qing
    Yang, Cheng
    Lu, Yi
    Ge, Cheng
    Wang, Zhichao
    Liu, Kai
    Qiu, Xubin
    Chang, Shan
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2023, 20 (09) : 15999 - 16014
  • [17] Medical Image Segmentation based on U-Net: A Review
    Du, Getao
    Cao, Xu
    Liang, Jimin
    Chen, Xueli
    Zhan, Yonghua
    JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2020, 64 (02)
  • [18] Design of Superpiexl U-Net Network for Medical Image Segmentation
    Wang H.
    Liu H.
    Guo Q.
    Deng K.
    Zhang C.
    Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2019, 31 (06): : 1007 - 1017
  • [19] Segmentation of skin lesions image based on U-Net + +
    Chen Zhao
    Renjun Shuai
    Li Ma
    Wenjia Liu
    Menglin Wu
    Multimedia Tools and Applications, 2022, 81 : 8691 - 8717
  • [20] Cardiac Image Segmentation Based on Improved U-Net
    Qiao, Guang Xiao
    Song, Ji Hong
    2022 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, COMPUTER VISION AND MACHINE LEARNING (ICICML), 2022, : 133 - 137
12345