Computer-Aided Diagnosis of Breast Ultrasound Images Using Transfer Learning From Deep Convolutional Neural Networks

被引：58
|
作者：
Huynh, B.
Drukker, K.
Giger, M.
机构：
来源：
MEDICAL PHYSICS | 2016年 / 43卷 / 06期
关键词：
D O I：
10.1118/1.4957255
中图分类号：
R8 [特种医学]; R445 [影像诊断学];
学科分类号：
1002 ; 100207 ; 1009 ;
摘要：
MODE207B06
引用
收藏
页码：3705 / 3705
页数：1
相关论文
共 50 条
  • [1] Computer-aided diagnosis for fetal brain ultrasound images using deep convolutional neural networks
    Xie, Baihong
    Lei, Ting
    Wang, Nan
    Cai, Hongmin
    Xian, Jianbo
    He, Miao
    Zhang, Lihe
    Xie, Hongning
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2020, 15 (08) : 1303 - 1312
  • [2] Computer-aided diagnosis for fetal brain ultrasound images using deep convolutional neural networks
    Baihong Xie
    Ting Lei
    Nan Wang
    Hongmin Cai
    Jianbo Xian
    Miao He
    Lihe Zhang
    Hongning Xie
    International Journal of Computer Assisted Radiology and Surgery, 2020, 15 : 1303 - 1312
  • [3] Computer -aided diagnosis of breast ultrasound images using ensemble learning from convolutional neural networks
    Moon, Woo Kyung
    Lee, Yan-Wei
    Ke, Hao-Hsiang
    Lee, Su Hyun
    Huang, Chiun-Sheng
    Chang, Ruey-Feng
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2020, 190
  • [4] Computer-aided diagnosis system for breast ultrasound images using deep learning
    Tanaka, Hiroki
    Chiu, Shih-Wei
    Watanabe, Takanori
    Kaoku, Setsuko
    Yamaguchi, Takuhiro
    PHYSICS IN MEDICINE AND BIOLOGY, 2019, 64 (23):
  • [5] Computer-aided diagnosis for breast cancer classification using deep neural networks and transfer learning
    Aljuaid, Hanan
    Alturki, Nazik
    Alsubaie, Najah
    Cavallaro, Lucia
    Liotta, Antonio
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2022, 223
  • [6] A Computer-Aided Diagnosis System for Breast Cancer Using Deep Convolutional Neural Networks
    Benzebouchi, Nacer Eddine
    Azizi, Nabiha
    Ayadi, Khaled
    COMPUTATIONAL INTELLIGENCE IN DATA MINING, 2019, 711 : 583 - 593
  • [7] Computer-aided diagnosis of endobronchial ultrasound images using convolutional neural network
    Chen, Chia-Hung
    Lee, Yan-Wei
    Huang, Yao-Sian
    Lan, Wei-Ren
    Chang, Ruey-Feng
    Tu, Chih-Yen
    Chen, Chih-Yu
    Liao, Wei-Chih
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2019, 177 : 175 - 182
  • [8] Computer-Aided Breast Cancer Diagnosis from Thermal Images Using Transfer Learning
    Cabioglu, Cagri
    Ogul, Hasan
    BIOINFORMATICS AND BIOMEDICAL ENGINEERING (IWBBIO 2020), 2020, 12108 : 716 - 726
  • [9] Application of Convolutional Neural Networks in Computer-Aided Diagnosis of MRI Images
    Wang Y.
    Liu J.-R.
    Zhao D.-Z.
    Qiu D.-Y.
    Dongbei Daxue Xuebao/Journal of Northeastern University, 2019, 40 (02): : 169 - 173
  • [10] Computer-aided diagnosis for burnt skin images using deep convolutional neural network
    Khan, Fakhri Alam
    Butt, Ateeq Ur Rehman
    Asif, Muhammad
    Ahmad, Waqar
    Nawaz, Muhammad
    Jamjoom, Mona
    Alabdulkreem, Eatedal
    MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (45-46) : 34545 - 34568
12345