Ultrasound image-based thyroid nodule automatic segmentation using convolutional neural networks

被引：0
|
作者：
Jinlian Ma
Fa Wu
Tian’an Jiang
Qiyu Zhao
Dexing Kong
机构：
[1] Zhejiang University,State Key Lab of CAD&CG, College of Computer Science and Technology
[2] Zhejiang University,School of Mathematical Sciences
[3] First Affiliated Hospital,Department of Ultrasound
[4] Zhejiang University,undefined
来源：
International Journal of Computer Assisted Radiology and Surgery | 2017年 / 12卷
关键词：
Thyroid nodule; Ultrasound image; Convolutional neural network; Segmentation;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1895 / 1910
页数：15
相关论文
共 50 条
  • [21] 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,
  • [22] Automatic Segmentation Using Convolutional Neural Networks in Prostate Cancer
    Vu, C. C.
    Zamdborg, L.
    Siddiqui, Z. A.
    Gustafson, G. S.
    Krauss, D. J.
    Guerrero, T. M.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2018, 102 (03): : S61 - S61
  • [23] Image-Based Pavement Type Classification with Convolutional Neural Networks
    Riid, Andri
    Manna, Davide Liberato
    Astapov, Sergei
    2020 IEEE 24TH INTERNATIONAL CONFERENCE ON INTELLIGENT ENGINEERING SYSTEMS (INES 2020), 2020, : 55 - 60
  • [24] Pretraining Convolutional Neural Networks for Image-Based Vehicle Classification
    Han, Yunfei
    Jiang, Tonghai
    Ma, Yupeng
    Xu, Chunxiang
    ADVANCES IN MULTIMEDIA, 2018, 2018
  • [25] Automatic Deep Learning Semantic Segmentation of Ultrasound Thyroid Cineclips Using Recurrent Fully Convolutional Networks
    Webb, Jeremy M.
    Meixner, Duane D.
    Adusei, Shaheeda A.
    Polley, Eric C.
    Fatemi, Mostafa
    Alizad, Azra
    IEEE ACCESS, 2021, 9 (09): : 5119 - 5127
  • [26] 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)
  • [27] Image-based automatic multiple-damage detection of concrete dams using region-based convolutional neural networks
    Huang, Ben
    Zhao, Sizeng
    Kang, Fei
    JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING, 2023, 13 (2-3) : 413 - 429
  • [28] Image-based automatic multiple-damage detection of concrete dams using region-based convolutional neural networks
    Ben Huang
    Sizeng Zhao
    Fei Kang
    Journal of Civil Structural Health Monitoring, 2023, 13 : 413 - 429
  • [29] Image-Based Iron Slag Segmentation via Graph Convolutional Networks
    Long, Wang
    Zheng Junfeng
    Hong, Yu
    Meng, Ding
    Li Jiangyun
    COMPLEXITY, 2021, 2021
  • [30] AUTOMATIC THYROID NODULE SEGMENTATION AND COMPONENT ANALYSIS IN ULTRASOUND IMAGES
    Chang, Chuan-Yu
    Huang, Hsin-Cheng
    Chen, Shao-Jer
    BIOMEDICAL ENGINEERING-APPLICATIONS BASIS COMMUNICATIONS, 2010, 22 (02): : 81 - 89
12345