Fully automated intracranial ventricle segmentation on CT with 2D regional convolutional neural network to estimate ventricular volume

被引：0
|
作者：
Trevor J. Huff
Parker E. Ludwig
David Salazar
Justin A. Cramer
机构：
[1] Creighton University School of Medicine,Department of Biomechanics
[2] University of Nebraska at Omaha,undefined
[3] University of Nebraska Medical Center,undefined
来源：
International Journal of Computer Assisted Radiology and Surgery | 2019年 / 14卷
关键词：
U-Net; Convolutional neural network (CNN); Machine learning; Intracranial ventricle volume; Automated segmentation;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1923 / 1932
页数：9
相关论文
共 50 条
  • [1] Fully automated intracranial ventricle segmentation on CT with 2D regional convolutional neural network to estimate ventricular volume
    Huff, Trevor J.
    Ludwig, Parker E.
    Salazar, David
    Cramer, Justin A.
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2019, 14 (11) : 1923 - 1932
  • [2] Fully automated 3D segmentation and separation of multiple cervical vertebrae in CT images using a 2D convolutional neural network
    Bae, Hyun-Jin
    Hyun, Heejung
    Byeon, Younghwa
    Shin, Keewon
    Cho, Yongwon
    Song, Young Ji
    Yi, Seong
    Kuh, Sung-Uk
    Yeom, Jin S.
    Kim, Namkug
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2020, 184
  • [3] 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
  • [4] Simultaneous Tissue Classification and Lateral Ventricle Segmentation via a 2D U-net Driven by a 3D Fully Convolutional Neural Network
    Wu, Jiong
    Zhang, Yue
    Tang, Xiaoying
    2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, : 5928 - 5931
  • [5] Fully automated clinical target volume segmentation for glioblastoma radiotherapy using a deep convolutional neural network
    Sadeghi, Sogand
    Farzin, Mostafa
    Gholami, Somayeh
    POLISH JOURNAL OF RADIOLOGY, 2023, 88 : E31 - E40
  • [6] SIMULTANEOUS CLASSIFICATION AND SEGMENTATION OF INTRACRANIAL HEMORRHAGE USING A FULLY CONVOLUTIONAL NEURAL NETWORK
    Guo, Danfeng
    Wei, Haihua
    Zhao, Pengfei
    Pan, Yue
    Yang, Hao-Yu
    Wang, Xin
    Bai, Junjie
    Cao, Kunlin
    Song, Qi
    Xia, Jun
    Gao, Feng
    Yin, Youbing
    2020 IEEE 17TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2020), 2020, : 118 - 121
  • [7] Left ventricular and atrial segmentation of 2D echocardiography with convolutional neural networks
    Stough, Joshua, V
    Raghunath, Sushravya
    Zhang, Xiaoyan
    Pfeifer, John M.
    Fornwalt, Brandon K.
    Haggerty, Christopher M.
    MEDICAL IMAGING 2020: IMAGE PROCESSING, 2021, 11313
  • [8] Fully automated 2D and 3D convolutional neural networks pipeline for video segmentation and myocardial infarction detection in echocardiography
    Oumaima Hamila
    Sheela Ramanna
    Christopher J. Henry
    Serkan Kiranyaz
    Ridha Hamila
    Rashid Mazhar
    Tahir Hamid
    Multimedia Tools and Applications, 2022, 81 : 37417 - 37439
  • [9] Fully automated 2D and 3D convolutional neural networks pipeline for video segmentation and myocardial infarction detection in echocardiography
    Hamila, Oumaima
    Ramanna, Sheela
    Henry, Christopher J.
    Kiranyaz, Serkan
    Hamila, Ridha
    Mazhar, Rashid
    Hamid, Tahir
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (26) : 37417 - 37439
  • [10] Multiple Attention Fully Convolutional Network for Automated Ventricle Segmentation in Cardiac Magnetic Resonance Imaging
    Zhang, Tinghong
    Li, Ao
    Wang, Minghui
    Wu, Xiaodong
    Qiu, Bensheng
    JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS, 2019, 9 (05) : 1037 - 1045
12345