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：
BMC Medical Imaging | / 20卷
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
  • [1] Deep semi-supervised learning for brain tumor classification
    Ge, Chenjie
    Gu, Irene Yu-Hua
    Jakola, Asgeir Store
    Yang, Jie
    BMC MEDICAL IMAGING, 2020, 20 (01)
  • [2] SSBTCNet: Semi-Supervised Brain Tumor Classification Network
    Atha, Zubair
    Chaki, Jyotismita
    IEEE ACCESS, 2023, 11 : 141485 - 141499
  • [3] 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
  • [4] Deep Learning Based Unsupervised and Semi-supervised Classification for Keratoconus
    Hallett, Nicole
    Yi, Kai
    Dick, Josef
    Hodge, Christopher
    Sutton, Gerard
    Wang, Yu Guang
    You, Jingjing
    2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020,
  • [5] Deep Semi-supervised Learning for Time Series Classification
    Goschenhofer, Jann
    Hvingelby, Rasmus
    Ruegamer, David
    Thomas, Janek
    Wagner, Moritz
    Bischl, Bernd
    20TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA 2021), 2021, : 422 - 428
  • [6] 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
  • [7] Developing Sustainable Classification of Diseases via Deep Learning and Semi-Supervised Learning
    Yin, Chunwu
    Chen, Zhanbo
    HEALTHCARE, 2020, 8 (03)
  • [8] 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)
  • [9] Semi-supervised deep learning of brain tissue segmentation
    Ito, Ryo
    Nakae, Ken
    Hata, Junichi
    Okano, Hideyuki
    Ishii, Shin
    NEURAL NETWORKS, 2019, 116 : 25 - 34
  • [10] 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
12345