Deep semi-supervised learning for brain tumor classification

被引:0
|
作者
Chenjie Ge
Irene Yu-Hua Gu
Asgeir Store Jakola
Jie Yang
机构
[1] Dept. of Electrical Engineering,
[2] Chalmers Univ. of Technoloogy,undefined
[3] Sahlgrenska University Hospital and Inst. of Neuroscience and Physiology,undefined
[4] Sahlgrenska Academy,undefined
[5] Inst. of Image Processing and Pattern Recognition,undefined
[6] Shanghai Jiao Tong Univ.,undefined
来源
关键词
Glioma; Molecular-based brain tumor classification; Grading; MRI; Semi-supervised learning; Deep learning;
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
  • [21] A Survey on Deep Semi-Supervised Learning
    Yang, Xiangli
    Song, Zixing
    King, Irwin
    Xu, Zenglin
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2023, 35 (09) : 8934 - 8954
  • [22] FMixCutMatch for semi-supervised deep learning
    Wei, Xiang
    Wei, Xiaotao
    Kong, Xiangyuan
    Lu, Siyang
    Xing, Weiwei
    Lu, Wei
    NEURAL NETWORKS, 2021, 133 : 166 - 176
  • [23] Developing Sustainable Classification of Diseases via Deep Learning and Semi-Supervised Learning
    Yin, Chunwu
    Chen, Zhanbo
    HEALTHCARE, 2020, 8 (03)
  • [24] Improved Active Deep Learning for Semi-Supervised Classification of Hyperspectral Image
    Wang, Qingyan
    Chen, Meng
    Zhang, Junping
    Kang, Shouqiang
    Wang, Yujing
    REMOTE SENSING, 2022, 14 (01)
  • [25] FeO Content Classification of Sinter Based on Semi-Supervised Deep Learning
    Ding, Qian
    Li, Zongping
    Zhao, Liming
    PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 640 - 644
  • [26] A semi-supervised deep learning model for ship encounter situation classification
    Chen, Xiang
    Liu, Yuanchang
    Achuthan, Kamalasudhan
    Zhang, Xinyu
    Chen, Jinhai
    OCEAN ENGINEERING, 2021, 239 (239)
  • [27] Semi-Supervised Deep Coupled Ensemble Learning With Classification Landmark Exploration
    Li, Jichang
    Wu, Si
    Liu, Cheng
    Yu, Zhiwen
    Wong, Hau-San
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2020, 29 : 538 - 550
  • [28] Improving Colonoscopy Lesion Classification Using Semi-Supervised Deep Learning
    Golhar, Mayank
    Bobrow, Taylor L.
    Khoshknab, Mirmilad Pourmousavi
    Jit, Simran
    Ngamruengphong, Saowanee
    Durr, Nicholas J.
    IEEE ACCESS, 2021, 9 : 631 - 640
  • [29] Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification
    Singh, Shikha
    Majumdar, Angshul
    Chouzenoux, Emilie
    Chierchia, Giovanni
    2022 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, 2022, : 206 - 210
  • [30] Semi-Supervised Learning With Deep Embedded Clustering for Image Classification and Segmentation
    Enguehard, Joseph
    O'Halloran, Peter
    Gholipour, Ali
    IEEE ACCESS, 2019, 7 : 11093 - 11104