Segmentation of thyroid glands and nodules in ultrasound images using the improved U-Net architecture

被引:0
|
作者
Tianlei Zheng
Hang Qin
Yingying Cui
Rong Wang
Weiguo Zhao
Shijin Zhang
Shi Geng
Lei Zhao
机构
[1] China University of Mining and Technology,School of Information and Control Engineering
[2] Affiliated Hospital of Xuzhou Medical University,Artificial Intelligence Unit, Department of Medical Equipment Management
[3] Nanjing First Hospital,Department of Medical Equipment Management
[4] Affiliated Hospital of Xuzhou Medical University,Department of Pathology
[5] Affiliated Hospital of Xuzhou Medical University,Department of Ultrasound Medicine
来源
关键词
Convolutional neural network; Deep learning; Ultrasound images; Semantic segmentation; Thyroid nodule; U-Net;
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
  • [11] Peripheral Nerve Segmentation in Ultrasound Images Using Conditioned U-Net
    Diaz-Vargas, Harold Mauricio
    Jimenez-Castano, Cristian Alfonso
    Cardenas-Pena, David Augusto
    Aguirre-Ospina, Oscar David
    Orozco-Gutierrez, Alvaro Angel
    PROGRESS IN ARTIFICIAL INTELLIGENCE AND PATTERN RECOGNITION, 2021, 13055 : 124 - 133
  • [12] LIGHTWEIGHT U-NET FOR LESION SEGMENTATION IN ULTRASOUND IMAGES
    Li, Yingping
    Chouzenoux, Emilie
    Charmettant, Benoit
    Benatsou, Baya
    Lamarque, Jean-Philippe
    Lassau, Nathalie
    2021 IEEE 18TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), 2021, : 611 - 615
  • [13] Research on thyroid nodule segmentation using an improved U-Net network
    Xu, Peng
    REVISTA INTERNACIONAL DE METODOS NUMERICOS PARA CALCULO Y DISENO EN INGENIERIA, 2024, 40 (02):
  • [14] An Improved U-Net Method for Sequence Images Segmentation
    Wen, Peizhi
    Sun, Menglong
    Lei, Yongqing
    2019 ELEVENTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI 2019), 2019, : 184 - 189
  • [15] Mosaic Images Segmentation using U-net
    Fenu, Gianfranco
    Medvet, Eric
    Panfilo, Daniele
    Pellegrino, Felice Andrea
    ICPRAM: PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION APPLICATIONS AND METHODS, 2020, : 485 - 492
  • [16] Accurate segmentation for different types of lung nodules on CT images using improved U-Net convolutional network
    Zhang, Xiaofang
    Liu, Xiaomin
    Zhang, Bin
    Dong, Jie
    Zhang, Bin
    Zhao, Shujun
    Li, Suxiao
    MEDICINE, 2021, 100 (40) : E27491
  • [17] E-Res U-Net: An improved U-Net model for segmentation of muscle images
    Zhou, Junsheng
    Lu, Yiwen
    Tao, Siyi
    Cheng, Xuan
    Huang, Chenxi
    EXPERT SYSTEMS WITH APPLICATIONS, 2021, 185
  • [18] E-Res U-Net: An improved U-Net model for segmentation of muscle images
    Zhou, Junsheng
    Lu, Yiwen
    Tao, Siyi
    Cheng, Xuan
    Huang, Chenxi
    Expert Systems with Applications, 2021, 185
  • [19] Segmentation of gynaecological ultrasound images using different U-Net based approaches
    Marques, Sonia
    Carvalho, Catarina
    Peixoto, Carla
    Pignatelli, Duarte
    Beires, Jorge
    Silva, Jorge
    Campilho, Aurelio
    2019 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS), 2019, : 1485 - 1488
  • [20] Segmentation of Breast Cancer on Ultrasound Images using Attention U-Net Model
    Laghmati, Sara
    Hicham, Khadija
    Cherradi, Bouchaib
    Hamida, Soufiane
    Tmiri, Amal
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2023, 14 (08) : 770 - 778