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
  • [21] Fuzzy U-Net Neural Network Design for Image Segmentation
    Kirichev, Mark
    Slavov, Todor
    Momcheva, Galina
    CONTEMPORARY METHODS IN BIOINFORMATICS AND BIOMEDICINE AND THEIR APPLICATIONS, 2022, 374 : 177 - 184
  • [22] Study on strategy of CT image sequence segmentation for liver and tumor based on U-Net and Bi-ConvLSTM
    Li, Jing
    Ou, Xue
    Shen, Nanyan
    Sun, Jie
    Ding, Junli
    Zhang, Jiawen
    Yao, Jia
    Wang, Ziyan
    EXPERT SYSTEMS WITH APPLICATIONS, 2021, 180
  • [23] Stone segmentation based on improved U-Net network
    Chen, Ning
    Ma, Xinkai
    Luo, Haixia
    Peng, Jun
    Jin, Shangzhu
    Wu, Xiao
    Zhou, Yongsheng
    SIGNAL IMAGE AND VIDEO PROCESSING, 2024, 18 (SUPPL 1) : 895 - 908
  • [24] Magnetic resonance image segmentation of rectal tumors based on improved CycleGAN and U-Net models
    Li, Kefan
    Qi, Baozhu
    Wang, Mingjia
    MULTIMEDIA TOOLS AND APPLICATIONS, 2024, 83 (11) : 33555 - 33571
  • [25] Magnetic resonance image segmentation of rectal tumors based on improved CycleGAN and U-Net models
    Kefan Li
    Baozhu Qi
    Mingjia Wang
    Multimedia Tools and Applications, 2024, 83 : 33555 - 33571
  • [26] Filamentous target segmentation of weft micro-CT image based on U-Net
    Zhong, Qiang
    Zhang, Jinghua
    Xu, Ying
    Li, Mengfei
    Shen, Baoyun
    Tao, Wenbin
    Li, Qibin
    MICRON, 2021, 146
  • [27] Breast tumor segmentation in ultrasound images: comparing U-net and U-net + +
    de Oliveira, Carlos Eduardo Gonçalves
    Vieira, Sílvio Leão
    Paranaiba, Caio Felipe Brito
    Itikawa, Emerson Nobuyuki
    Research on Biomedical Engineering, 2025, 41 (01)
  • [28] Liver Tumor Computed Tomography Image Segmentation Based on an Improved U-Net Model
    Li, Hefu
    Liang, Binmei
    APPLIED SCIENCES-BASEL, 2023, 13 (20):
  • [29] Magnetic Resonance Imaging Brain Tumor Image Segmentation Based on Improved U-Net
    Mu Haiwei
    Guo Ying
    Quan Xinghui
    Cao Zhimin
    Han Jian
    LASER & OPTOELECTRONICS PROGRESS, 2021, 58 (04)
  • [30] An Ensemble of U-Net Models for Kidney Tumor Segmentation With CT Images
    Causey, Jason
    Stubblefield, Jonathan
    Qualls, Jake
    Fowler, Jennifer
    Cai, Lingrui
    Walker, Karl
    Guan, Yuanfang
    Huang, Xiuzhen
    IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2022, 19 (03) : 1387 - 1392
12345