Fus2Net: a novel Convolutional Neural Network for classification of benign and malignant breast tumor in ultrasound images

被引:0
|
作者
He Ma
Ronghui Tian
Hong Li
Hang Sun
Guoxiu Lu
Ruibo Liu
Zhiguo Wang
机构
[1] Northeastern University,College of Medicine and Biological Information Engineering
[2] General Hospital of Northern Theater Command,Department of Nuclear Medicine
[3] Ministry of Education,Key Laboratory of Intelligent Computing in Medical Image
关键词
Convolutional Neural Network; Deep learning; Data augmentation; Breast ultrasound tumor images; Classification;
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
  • [1] Fus2Net: a novel Convolutional Neural Network for classification of benign and malignant breast tumor in ultrasound images
    Ma, He
    Tian, Ronghui
    Li, Hong
    Sun, Hang
    Lu, Guoxiu
    Liu, Ruibo
    Wang, Zhiguo
    [J]. BIOMEDICAL ENGINEERING ONLINE, 2021, 20 (01)
  • [2] A Novel Breast Tumor Classification in Ultrasound Images, Using Deep Convolutional Neural Network
    Zeimarani, Bashir
    Costa, M. G. F.
    Nurani, Nilufar Z.
    Costa Filho, Cicero F. F.
    [J]. XXVI BRAZILIAN CONGRESS ON BIOMEDICAL ENGINEERING, CBEB 2018, VOL. 2, 2019, 70 (02): : 89 - 94
  • [3] An effective convolutional neural network for classification of benign and malignant breast and thyroid tumors from ultrasound images
    Ronghui Tian
    Miao Yu
    Lingmin Liao
    Chunquan Zhang
    Jiali Zhao
    Liang Sang
    Wei Qian
    Zhiguo Wang
    Long Huang
    He Ma
    [J]. Physical and Engineering Sciences in Medicine, 2023, 46 : 995 - 1013
  • [4] An effective convolutional neural network for classification of benign and malignant breast and thyroid tumors from ultrasound images
    Tian, Ronghui
    Yu, Miao
    Liao, Lingmin
    Zhang, Chunquan
    Zhao, Jiali
    Sang, Liang
    Qian, Wei
    Wang, Zhiguo
    Huang, Long
    Ma, He
    [J]. PHYSICAL AND ENGINEERING SCIENCES IN MEDICINE, 2023, 46 (03) : 995 - 1013
  • [5] Classification of Histopathology Images of Breast into Benign and Malignant using a Single-layer Convolutional Neural Network
    Nejad, Elaheh Mahraban
    Affendey, Lilly Suriani
    Latip, Rohaya Binti
    Bin Ishak, Iskandar
    [J]. PROCEEDINGS OF 2017 INTERNATIONAL CONFERENCE ON IMAGING, SIGNAL PROCESSING AND COMMUNICATION, 2015, : 50 - 53
  • [6] A gated convolutional neural network for classification of breast lesions in ultrasound images
    A. Feizi
    [J]. Soft Computing, 2022, 26 : 5241 - 5250
  • [7] A gated convolutional neural network for classification of breast lesions in ultrasound images
    Feizi, A.
    [J]. SOFT COMPUTING, 2022, 26 (11) : 5241 - 5250
  • [8] MfdcModel: A Novel Classification Model for Classification of Benign and Malignant Breast Tumors in Ultrasound Images
    Liu, Wei
    Guo, Minghui
    Liu, Peizhong
    Du, Yongzhao
    [J]. ELECTRONICS, 2022, 11 (16)
  • [9] Breast Tumor Classification in Ultrasound Images by Fusion of Deep Convolutional Neural Network and Shallow LBP Feature
    Hua Chen
    Minglun Ma
    Gang Liu
    Ying Wang
    Zhihao Jin
    Chong Liu
    [J]. Journal of Digital Imaging, 2023, 36 : 932 - 946
  • [10] Breast Tumor Classification in Ultrasound Images by Fusion of Deep Convolutional Neural Network and Shallow LBP Feature
    Chen, Hua
    Ma, Minglun
    Liu, Gang
    Wang, Ying
    Jin, Zhihao
    Liu, Chong
    [J]. JOURNAL OF DIGITAL IMAGING, 2023, 36 (03) : 932 - 946