Convolutional Neural Networks for Fully Automatic Segmentation of Lung Tumors in CT Images

被引:0
|
作者
Owens, C. [1 ,2 ]
Peterson, C. [2 ,3 ]
Tang, C. [4 ]
Koay, E. [4 ]
Yu, W. [5 ]
Li, J. [4 ]
Salehpour, M. [1 ]
Fuentes, D. [6 ]
Court, L. [1 ,2 ,6 ]
Yang, J. [1 ,2 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Radiat Phys, Houston, TX 77030 USA
[2] Univ Texas Grad Sch Biomed Sci Houston, Houston, TX USA
[3] Univ Texas MD Anderson Canc Ctr, Dept Biostat, Houston, TX 77030 USA
[4] Univ Texas MD Anderson Canc Ctr, Dept Radiat Oncol, Houston, TX 77030 USA
[5] Shanghai Jiao Tong Univ, Shanghai Chest Hosp, Dept Radiat Oncol, Shanghai, Peoples R China
[6] Univ Texas MD Anderson Canc Ctr, Dept Imaging Phys, Houston, TX 77030 USA
关键词
D O I
暂无
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
TU-C930-Ge
引用
收藏
页码:E472 / E472
页数:1
相关论文
共 50 条
  • [1] Automatic Segmentation of Thorax CT Images with Fully Convolutional Networks
    Mao, Kai-peng
    Xie, Shi-peng
    Shao, Wen-ze
    CURRENT TRENDS IN COMPUTER SCIENCE AND MECHANICAL AUTOMATION, VOL 1, 2017, : 402 - 412
  • [2] Automatic Segmentation Using Deep Convolutional Neural Networks for Tumor CT Images
    Li, Yunbo
    Li, Xiaofeng
    INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2023, 37 (03)
  • [3] Iterative convolutional neural networks for automatic vertebra identification and segmentation in CT images
    Lessmann, Nikolas
    van Ginneken, Bram
    Isgum, Ivana
    MEDICAL IMAGING 2018: IMAGE PROCESSING, 2018, 10574
  • [4] Automatic Lung Nodule Detection in CT Images Using Convolutional Neural Networks
    Shaukat, Furcian
    Javed, Kamran
    Raja, Gulistan
    Mir, Junaid
    Shahid, Muhammad Laiq Ur Rahman
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2019, E102A (10) : 1364 - 1373
  • [5] Fully automatic wound segmentation with deep convolutional neural networks
    Chuanbo Wang
    D. M. Anisuzzaman
    Victor Williamson
    Mrinal Kanti Dhar
    Behrouz Rostami
    Jeffrey Niezgoda
    Sandeep Gopalakrishnan
    Zeyun Yu
    Scientific Reports, 10
  • [6] Fully automatic wound segmentation with deep convolutional neural networks
    Wang, Chuanbo
    Anisuzzaman, D. M.
    Williamson, Victor
    Dhar, Mrinal Kanti
    Rostami, Behrouz
    Niezgoda, Jeffrey
    Gopalakrishnan, Sandeep
    Yu, Zeyun
    SCIENTIFIC REPORTS, 2020, 10 (01)
  • [7] Segmentation of Coring Images using Fully Convolutional Neural Networks
    Fazekas, Szilard Zsolt
    Obrochta, Stephen
    Sato, Tatsuhiko
    Yamamura, Akihiro
    2017 9TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND ELECTRICAL ENGINEERING (ICITEE), 2017,
  • [8] Automatic Glioblastoma Segmentation in Multimodal MR Images Using Improved Fully Convolutional Neural Networks
    Lai, Xiaobo
    Xu, Xiaomei
    Li, Wensheng
    JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2019, 9 (07) : 1407 - 1414
  • [9] Automated Volumetric Lung Segmentation of Thoracic CT Images using Fully Convolutional Neural Network
    Negahdar, Mohammadreza
    Beymer, David
    Syeda-Mahmood, Tanveer
    MEDICAL IMAGING 2018: COMPUTER-AIDED DIAGNOSIS, 2018, 10575
  • [10] Automatic segmentation of medical images using convolutional neural networks
    Mesbahi, Sourour
    Yazid, Hedi
    2020 5TH INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR SIGNAL AND IMAGE PROCESSING (ATSIP'2020), 2020,