3D Automatic Segmentation of Aortic Computed Tomography Angiography Combining Multi-View 2D Convolutional Neural Networks

被引:0
|
作者
Alice Fantazzini
Mario Esposito
Alice Finotello
Ferdinando Auricchio
Bianca Pane
Curzio Basso
Giovanni Spinella
Michele Conti
机构
[1] University of Genoa,Department of Experimental Medicine
[2] Camelot Biomedical Systems S.r.l,Department of Integrated Surgical and Diagnostic Sciences
[3] University of Genoa,Department of Civil Engineering and Architecture
[4] University of Pavia,Vascular and Endovascular Surgery Unit, IRCCS Ospedale Policlinico San Martino
[5] University of Genoa,undefined
关键词
Aorta segmentation; Deep learning; Convolutional neural network; Multi-view integration;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:576 / 586
页数:10
相关论文
共 50 条
  • [31] Multi-view based neural network for semantic segmentation on 3D scenes
    Yonghua LU
    Mingmin ZHEN
    Tian FANG
    [J]. Science China(Information Sciences), 2019, 62 (12) : 248 - 250
  • [32] Automatic airway segmentation from computed tomography using robust and efficient 3-D convolutional neural networks
    Antonio Garcia-Uceda
    Raghavendra Selvan
    Zaigham Saghir
    Harm A. W. M. Tiddens
    Marleen de Bruijne
    [J]. Scientific Reports, 11
  • [33] Multi-view based neural network for semantic segmentation on 3D scenes
    Yonghua Lu
    Mingmin Zhen
    Tian Fang
    [J]. Science China Information Sciences, 2019, 62
  • [34] Multi-view based neural network for semantic segmentation on 3D scenes
    Lu, Yonghua
    Zhen, Mingmin
    Fang, Tian
    [J]. SCIENCE CHINA-INFORMATION SCIENCES, 2019, 62 (12)
  • [35] ImageTBAD: A 3D Computed Tomography Angiography Image Dataset for Automatic Segmentation of Type-B Aortic Dissection
    Yao, Zeyang
    Xie, Wen
    Zhang, Jiawei
    Dong, Yuhao
    Qiu, Hailong
    Yuan, Haiyun
    Jia, Qianjun
    Wang, Tianchen
    Shi, Yiyi
    Zhuang, Jian
    Que, Lifeng
    Xu, Xiaowei
    Huang, Meiping
    [J]. FRONTIERS IN PHYSIOLOGY, 2021, 12
  • [36] Whole Tumor Segmentation from Brain MR images using Multi-view 2D Convolutional Neural Network
    Lahoti, Ritu
    Vengalil, Sunil Kumar
    Venkategowda, Punith B.
    Sinha, Neelam
    Reddy, Vinod Veera
    [J]. 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), 2021, : 4111 - 4114
  • [37] Combining Fully Convolutional and Recurrent Neural Networks for 3D Biomedical Image Segmentation
    Chen, Jianxu
    Yang, Lin
    Zhang, Yizhe
    Alber, Mark
    Chen, Danny Z.
    [J]. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 29 (NIPS 2016), 2016, 29
  • [38] 3D convolutional neural networks for tumor segmentation using long-range 2D context
    Mlynarski, Pawel
    Delingette, Herve
    Criminisi, Antonio
    Ayache, Nicholas
    [J]. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2019, 73 : 60 - 72
  • [39] 3D Point Cloud Object Detection with Multi-View Convolutional Neural Network
    Pang, Guan
    Neumann, Ulrich
    [J]. 2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, : 585 - 590
  • [40] 3D model retrieval based on multi-view attentional convolutional neural network
    Liu, An-An
    Zhou, He-Yu
    Li, Meng-Jie
    Nie, Wei-Zhi
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (7-8) : 4699 - 4711