3D Automatic Segmentation of Colorectal Liver Metastases Detected in FDG PET Images Using Deep Learning

被引:0
|
作者
Asa, S. [1 ]
Biyikoglu, S. E. [1 ]
Sahin, K. [1 ]
Sager, S. [1 ]
Sayman, H. B. [1 ]
机构
[1] Istanbul Univ Cerrahpasa, Cerrahpasa Med Fac, Dept Nucl Med, Istanbul, Turkiye
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
EP-0850
引用
收藏
页码:S771 / S771
页数:1
相关论文
共 50 条
  • [41] A novel approach for automatic and robust segmentation of the 3D liver in computed tomography images
    Shuang, YongCan
    Wang, ZhenZhou
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2020, 31 (11)
  • [42] DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images
    Diaz-Pinto, Andres
    Mehta, Pritesh
    Alle, Sachidanand
    Asad, Muhammad
    Brown, Richard
    Nath, Vishwesh
    Ihsani, Alvin
    Antonelli, Michela
    Palkovics, Daniel
    Pinter, Csaba
    Alkalay, Ron
    Pieper, Steve
    Roth, Holger R.
    Xu, Daguang
    Dogra, Prerna
    Vercauteren, Tom
    Feng, Andrew
    Quraini, Abood
    Ourselin, Sebastien
    Cardoso, M. Jorge
    DATA AUGMENTATION, LABELLING, AND IMPERFECTIONS (DALI 2022), 2022, 13567 : 11 - 21
  • [43] Deep Learning for 3D Scene Reconstruction and Segmentation from Stereo Images
    Kniaz, Vladimir V.
    Knyaz, Vladimir A.
    Ippolitov, Evgeny, V
    Novikov, Mikhail M.
    Grodzistky, Lev
    Moshkantsev, Petr
    MULTIMODAL SENSING AND ARTIFICIAL INTELLIGENCE: TECHNOLOGIES AND APPLICATIONS II, 2021, 11785
  • [44] Automatic Segmentation of Non-Small Cell Lung Carcinoma Using 3D Texture Features in Co-Registered FDG PET/CT Images
    Markel, D.
    Caldwell, C.
    Alasti, H.
    Sun, A.
    Soliman, H.
    Lee, J.
    Ung, Y.
    McGhee, P.
    Webster, D.
    MEDICAL PHYSICS, 2011, 38 (06)
  • [45] Automatic Segmentation of Colorectal Cancer in 3D MRI by Combining Deep Learning and 3D Level-Set Algorithm-A Preliminary Study
    Soomro, Mumtaz Hussain
    De Cola, Gianluca
    Conforto, Silvia
    Schmid, Maurizio
    Giunta, Gaetano
    Guidi, Elisa
    Neri, Emanuele
    Caruso, Damiano
    Ciolina, Maria
    Laghi, Andrea
    2018 IEEE 4TH MIDDLE EAST CONFERENCE ON BIOMEDICAL ENGINEERING (MECBME), 2018, : 198 - 203
  • [46] Automatic Classification and Segmentation of Teeth on 3D Dental Model Using Hierarchical Deep Learning Networks
    Tian, Sukun
    Dai, Ning
    Zhang, Bei
    Yuan, Fulai
    Yu, Qing
    Cheng, Xiaosheng
    IEEE ACCESS, 2019, 7 : 84817 - 84828
  • [47] Automatic Segmentation and Intuitive Visualisation of the Epiretinal Membrane in 3D OCT Images Using Deep Convolutional Approaches
    Gende, Mateo
    De Moura, Joaquim
    Novo, Jorge
    Charlon, Pablo
    Ortega, Marcos
    IEEE ACCESS, 2021, 9 (09): : 75993 - 76004
  • [48] 3D model for colorectal liver metastases microenvironment
    Chen, A. M.
    Zhang, W.
    Smith, L. J.
    Francis, H. L.
    Alpini, G.
    Li, P.
    Ekser, B.
    TRANSPLANTATION, 2021, 105 (08) : 77 - 77
  • [49] Segmentation of cellular ultrastructures on sparsely labeled 3D electron microscopy images using deep learning
    Machireddy, Archana
    Thibault, Guillaume
    Loftis, Kevin G.
    Stoltz, Kevin
    Bueno, Cecilia E.
    Smith, Hannah R.
    Riesterer, Jessica L.
    Gray, Joe W.
    Song, Xubo
    FRONTIERS IN BIOINFORMATICS, 2023, 3
  • [50] Exploring automatic liver tumor segmentation using deep learning
    Fernandez, Jesus Garcia
    Fortunati, Valerio
    Mehrkanoon, Siamak
    2021 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2021,