Predicting Breast Cancer Malignancy On DCE-MRI Data Using Pre-Trained Convolutional Neural Networks

被引：27
|
作者：
Antropova, N.
Huynh, B.
Giger, M.
机构：
来源：
MEDICAL PHYSICS | 2016年 / 43卷 / 06期
关键词：
D O I：
10.1118/1.4955674
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：
SUD207B06
引用
收藏
页码：3349 / 3350
页数：2
相关论文
共 50 条
  • [1] Breast cancer diagnosis in DCE-MRI using mixture ensemble of convolutional neural networks
    Rasti, Reza
    Teshnehlab, Mohammad
    Phung, Son Lam
    PATTERN RECOGNITION, 2017, 72 : 381 - 390
  • [2] Pre-Trained Convolutional Neural Networks for Breast Cancer Detection Using Ultrasound Images
    Masud, Mehedi
    Hossain, M. Shamim
    Alhumyani, Hesham
    Alshamrani, Sultan S.
    Cheikhrouhou, Omar
    Ibrahim, Saleh
    Muhammad, Ghulam
    Rashed, Amr E. Eldin
    Gupta, B. B.
    ACM TRANSACTIONS ON INTERNET TECHNOLOGY, 2021, 21 (04)
  • [3] Pre-trained convolutional neural networks as feature extractors for diagnosis of breast cancer using histopathology
    Saxena, Shweta
    Shukla, Sanyam
    Gyanchandani, Manasi
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2020, 30 (03) : 577 - 591
  • [4] AUTOMATIC RENAL SEGMENTATION IN DCE-MRI USING CONVOLUTIONAL NEURAL NETWORKS
    Haghighi, Marzieh
    Warfield, Simon K.
    Kurugol, Sila
    2018 IEEE 15TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2018), 2018, : 1534 - 1537
  • [5] Classification of Deepfake Videos Using Pre-trained Convolutional Neural Networks
    Masood, MomMa
    Nawaz, Marriam
    Javed, Ali
    Nazir, Tahira
    Mehmood, Awais
    Mahum, Rabbia
    2021 INTERNATIONAL CONFERENCE ON DIGITAL FUTURES AND TRANSFORMATIVE TECHNOLOGIES (ICODT2), 2021,
  • [6] Classification of Breast Cancer Histology Image using Ensemble of Pre-trained Neural Networks
    Chennamsetty, Sai Saketh
    Safwan, Mohammed
    Alex, Varghese
    IMAGE ANALYSIS AND RECOGNITION (ICIAR 2018), 2018, 10882 : 804 - 811
  • [7] Efficient Aspect Object Models Using Pre-trained Convolutional Neural Networks
    Wilkinson, Eric
    Takahashi, Takeshi
    2015 IEEE-RAS 15TH INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS), 2015, : 284 - 289
  • [8] The Impact of Padding on Image Classification by Using Pre-trained Convolutional Neural Networks
    Tang, Hongxiang
    Ortis, Alessandro
    Battiato, Sebastiano
    IMAGE ANALYSIS AND PROCESSING - ICIAP 2019, PT II, 2019, 11752 : 337 - 344
  • [9] Pre-trained Convolutional Neural Networks for the Lung Sounds Classification
    Vaityshyn, Valentyn
    Porieva, Hanna
    Makarenkova, Anastasiia
    2019 IEEE 39TH INTERNATIONAL CONFERENCE ON ELECTRONICS AND NANOTECHNOLOGY (ELNANO), 2019, : 522 - 525
  • [10] Breast Tumor Segmentation in DCE-MRI Using Fully Convolutional Networks with an Application in Radiogenomics
    Zhang, Jun
    Saha, Ashirbani
    Zhu, Zhe
    Mazurowski, Maciej A.
    MEDICAL IMAGING 2018: COMPUTER-AIDED DIAGNOSIS, 2018, 10575
12345