Segmentation of finger tendon and synovial sheath in ultrasound image using deep convolutional neural network

被引：0
|
作者：
Chan-Pang Kuok
Tai-Hua Yang
Bo-Siang Tsai
I-Ming Jou
Ming-Huwi Horng
Fong-Chin Su
Yung-Nien Sun
机构：
[1] Department of Computer Science and Information Engineering,Department of Biomedical Engineering
[2] National Cheng Kung University,Department of Orthopedics
[3] E-Da Hospital,Department of Computer Science and Information Engineering
[4] National Pingtung University,Department of Orthopaedic Surgery, National Cheng Kung University Hospital, College of Medicine
[5] MOST AI Biomedical Research Center,undefined
[6] National Cheng Kung University,undefined
[7] Medical Device Innovation Center,undefined
[8] National Cheng Kung University,undefined
来源：
BioMedical Engineering OnLine | / 19卷
关键词：
Convolutional neural network; Segmentation; Synovial sheath; Tendon; Trigger finger; Ultrasound images;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] Deep Convolutional Neural Network Image Matching for Ultrasound Guidance in Radiotherapy
    Zhu, N.
    Najafi, M.
    Hancock, S.
    Hristov, D.
    MEDICAL PHYSICS, 2016, 43 (06) : 3331 - 3331
  • [22] On Semantic Image Segmentation Using Deep Convolutional Neural Network with Shortcuts and Easy Class Extension
    Wang, Chunlai
    Mauch, Lukas
    Guo, Ze
    Yang, Bin
    2016 SIXTH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING THEORY, TOOLS AND APPLICATIONS (IPTA), 2016,
  • [23] Breast Ultrasound Image Classification and Segmentation Using Convolutional Neural Networks
    Xie, Xiaozheng
    Shi, Faqiang
    Niu, Jianwei
    Tang, Xiaolan
    ADVANCES IN MULTIMEDIA INFORMATION PROCESSING, PT III, 2018, 11166 : 200 - 211
  • [24] Thyroid ultrasound image classification using a convolutional neural network
    Zhu, Yi-Cheng
    Jin, Peng-Fei
    Bao, Jie
    Jiang, Quan
    Wang, Ximing
    ANNALS OF TRANSLATIONAL MEDICINE, 2021, 9 (20)
  • [25] Segmentation of Breast Ultrasound Images using Densely Connected Deep Convolutional Neural Network and Attention Gates
    Thirusangu, Niranjan
    Almekkawy, Mohamed
    2021 IEEE UFFC LATIN AMERICA ULTRASONICS SYMPOSIUM (LAUS), 2021,
  • [26] Automatic Segmentation Algorithm of Ultrasound Heart Image Based on Convolutional Neural Network and Image Saliency
    Liu, Hui
    Chu, Wen
    Wang, Hua
    IEEE ACCESS, 2020, 8 : 104445 - 104457
  • [27] Carotid Artery Segmentation Using Convolutional Neural Network in Ultrasound Images
    Radovanovic, Nikola
    Dasic, Lazar
    Blagojevic, Andela
    Sustersic, Tijana
    Filipovio, Nenad
    IPSI BGD TRANSACTIONS ON INTERNET RESEARCH, 2022, 18 (01): : 44 - 49
  • [28] A Seam Tracking Method Based on an Image Segmentation Deep Convolutional Neural Network
    Lu, Jun
    Yang, Aodong
    Chen, Xiaoyu
    Xu, Xingwang
    Lv, Ri
    Zhao, Zhuang
    METALS, 2022, 12 (08)
  • [29] Remote sensing image segmentation based on the fuzzy deep convolutional neural network
    Zhao, Tianyu
    Xu, Jindong
    Chen, Rui
    Ma, Xiangyue
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2021, 42 (16) : 6267 - 6286
  • [30] DMCNN: A Deep Multiscale Convolutional Neural Network Model for Medical Image Segmentation
    Teng, Lin
    Li, Hang
    Karim, Shahid
    JOURNAL OF HEALTHCARE ENGINEERING, 2019, 2019
12345