Classification of cancer histology images using deep learning

被引:0
|
作者
Xie, Weidong [1 ]
机构
[1] Sun Yat Sen Univ, Affiliated Hosp 1, Guangzhou, Guangdong, Peoples R China
关键词
D O I
10.1158/1538-7445.AM2019-1629
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
1629
引用
收藏
页数:1
相关论文
共 50 条
  • [1] Deep learning classification of lung cancer histology using CT images
    Tafadzwa L. Chaunzwa
    Ahmed Hosny
    Yiwen Xu
    Andrea Shafer
    Nancy Diao
    Michael Lanuti
    David C. Christiani
    Raymond H. Mak
    Hugo J. W. L. Aerts
    Scientific Reports, 11
  • [2] Classification of lung cancer histology images using deep learning.
    Yang, Yan
    Zhen, Tiantian
    Shi, Huijuan
    Xie, Weidong
    Han, Anjia
    Wang, Xunzhang
    CANCER RESEARCH, 2021, 81 (13)
  • [3] Deep learning classification of lung cancer histology using CT images
    Chaunzwa, Tafadzwa L.
    Hosny, Ahmed
    Xu, Yiwen
    Shafer, Andrea
    Diao, Nancy
    Lanuti, Michael
    Christiani, David C.
    Mak, Raymond H.
    Aerts, Hugo J. W. L.
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [4] Classification of Breast Cancer Histology Using Deep Learning
    Golatkar, Aditya
    Anand, Deepak
    Sethi, Amit
    IMAGE ANALYSIS AND RECOGNITION (ICIAR 2018), 2018, 10882 : 837 - 844
  • [5] Classification of Breast Cancer Histology Images Using Transfer Learning
    Vesal, Sulaiman
    Ravikumar, Nishant
    Davari, AmirAbbas
    Ellmann, Stephan
    Maier, Andreas
    IMAGE ANALYSIS AND RECOGNITION (ICIAR 2018), 2018, 10882 : 812 - 819
  • [6] Classification of Breast Cancer Histology Images Using Transfer Learning
    Ahmad, Hafiz Mughees
    Ghuffar, Sajid
    Khurshid, Khurram
    PROCEEDINGS OF 2019 16TH INTERNATIONAL BHURBAN CONFERENCE ON APPLIED SCIENCES AND TECHNOLOGY (IBCAST), 2019, : 328 - 332
  • [7] MULTICLASS CLASSIFICATION OF HISTOLOGY ON COLORECTAL CANCER USING DEEP LEARNING
    Izzaty, Al Mira Khonsa
    Cenggoro, Tjeng Wawan
    Elwirehardja, Gregorius Natanael
    Pardamean, Bens
    COMMUNICATIONS IN MATHEMATICAL BIOLOGY AND NEUROSCIENCE, 2022,
  • [8] Breast Cancer Histology Image Classification using Deep Learning
    Canh Phong Nguyen
    Anh Hoang Vo
    Bao Thien Nguyen
    ISCIT 2019: PROCEEDINGS OF 2019 19TH INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS AND INFORMATION TECHNOLOGIES (ISCIT), 2019, : 366 - 370
  • [9] Automated Classification of Breast Cancer Histology Images Using Deep Learning Based Convolutional Neural Networks
    Nawaz, Majid Ali
    Sewissy, Adel A.
    Soliman, Taysir Hassan A.
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2018, 18 (04): : 152 - 160
  • [10] Classification of Breast Cancer histology Images Using Multi-Size and Discriminative Patches Based on Deep Learning
    Li, Yuqian
    Wu, Junmin
    Wu, Qisong
    IEEE ACCESS, 2019, 7 : 21400 - 21408