A 3D Deep Convolutional Neural Network for Lung Cancer Survival Prediction Using Transfer Learning

被引：0
|
作者：
Ibrahim, M. [1 ]
Visvikis, D. [1 ]
Le Rest, C. Cheze [1 ,2 ]
Hatt, M. [1 ]
机构：
[1] UBL, UBO, IBSAM, LaTIM,UMR 1101,INSERM, Brest, France
[2] CHU Miletrie, Serv Med Nucl, Poitiers, France
来源：
MEDICAL PHYSICS | 2018年 / 45卷 / 06期
关键词：
D O I：
暂无
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：
TU-AB-DBRB
引用
收藏
页码：E463 / E463
页数：1
相关论文
共 50 条
  • [1] Deep 3D Convolutional Neural Network for Automated Lung Cancer Diagnosis
    Mishra, Sumita
    Chaudhary, Naresh Kumar
    Asthana, Pallavi
    Kumar, Anil
    COMPUTING AND NETWORK SUSTAINABILITY, 2019, 75
  • [2] Learning deep spatial lung features by 3D convolutional neural network for early cancer detection
    Jin, Taolin
    Cui, Hui
    Zeng, Shan
    Wang, Xiuying
    2017 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING - TECHNIQUES AND APPLICATIONS (DICTA), 2017, : 269 - 274
  • [3] Pose prediction using 3D deep convolutional neural networks
    Wallach, Izhar
    Dzamba, Michael
    Schrodl, Stefan
    Rampasek, Ladislav
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2017, 254
  • [4] Deep Learning With 3D Convolutional Neural Network for Noninvasive Prediction of Microvascular Invasion in Hepatocellular Carcinoma
    Zhang, Yongxin
    Lv, Xiaofei
    Qiu, Jiliang
    Zhang, Bin
    Zhang, Lu
    Fang, Jin
    Li, Minmin
    Chen, Luyan
    Wang, Fei
    Liu, Shuyi
    Zhang, Shuixing
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2021, 54 (01) : 134 - 143
  • [5] Clutter Filtering Using a 3D Deep Convolutional Neural Network
    Tabassian, Mahdi
    Hu, XingRan
    Chakraborty, Bidisha
    D'hooge, Jan
    2019 IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM (IUS), 2019, : 2114 - 2117
  • [6] Beam Search for Learning a Deep Convolutional Neural Network of 3D Shapes
    Xu, Xu
    Todorovic, Sinisa
    2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, : 3506 - 3511
  • [7] 3D Convolutional Neural Network Framework with Deep Learning for Nuclear Medicine
    Manimegalai, P.
    Suresh Kumar, R.
    Valsalan, Prajoona
    Dhanagopal, R.
    Vasanth Raj, P. T.
    Christhudass, Jerome
    SCANNING, 2022, 2022
  • [8] Prediction of Acute Xerostomia in Nasopharyngeal Cancer for Radiotherapy Using 3D Convolutional Neural Network
    Liu, Y.
    Chen, X.
    Huang, S.
    Shi, H.
    Zhou, H.
    Chang, H.
    Xia, Y.
    Yang, X.
    MEDICAL PHYSICS, 2019, 46 (06) : E135 - E136
  • [9] Prediction of Stress-Strain Curve of Block Copolymers Using Transfer Learning of 3D Convolutional Neural Network.
    Kawaguchi, Hironobu
    Ito, Mariko I.
    Aoyagi, Takeshi
    Ohnishi, Takaaki
    JOURNAL OF COMPUTER CHEMISTRY-JAPAN, 2021, 20 (03) : 100 - 102
  • [10] Dose Prediction for Cervical Cancer Brachytherapy Using 3-D Deep Convolutional Neural Network
    Ma, Ming
    Kidd, Elizabeth
    Fahimian, Benjamin P.
    Han, Bin
    Niedermayr, Thomas R.
    Hristov, Dimitre
    Xing, Lei
    Yang, Yong
    IEEE TRANSACTIONS ON RADIATION AND PLASMA MEDICAL SCIENCES, 2022, 6 (02) : 214 - 221
12345