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
  • [1] Deep semi-supervised learning for brain tumor classification
    Ge, Chenjie
    Gu, Irene Yu-Hua
    Jakola, Asgeir Store
    Yang, Jie
    [J]. BMC MEDICAL IMAGING, 2020, 20 (01)
  • [2] Deep graph learning for semi-supervised classification
    Lin, Guangfeng
    Kang, Xiaobing
    Liao, Kaiyang
    Zhao, Fan
    Chen, Yajun
    [J]. PATTERN RECOGNITION, 2021, 118
  • [3] SSBTCNet: Semi-Supervised Brain Tumor Classification Network
    Atha, Zubair
    Chaki, Jyotismita
    [J]. IEEE ACCESS, 2023, 11 : 141485 - 141499
  • [4] SEMI-SUPERVISED DEEP LEARNING FOR OBJECT TRACKING AND CLASSIFICATION
    Doulamis, Nikolaos
    Doulamis, Anastasios
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2014, : 848 - 852
  • [5] Semi-supervised deep learning for hyperspectral image classification
    Kang, Xudong
    Zhuo, Binbin
    Duan, Puhong
    [J]. REMOTE SENSING LETTERS, 2019, 10 (04) : 353 - 362
  • [6] Deep Semi-supervised Learning for Time Series Classification
    Goschenhofer, Jann
    Hvingelby, Rasmus
    Ruegamer, David
    Thomas, Janek
    Wagner, Moritz
    Bischl, Bernd
    [J]. 20TH IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS (ICMLA 2021), 2021, : 422 - 428
  • [7] Semi-supervised deep learning of brain tissue segmentation
    Ito, Ryo
    Nakae, Ken
    Hata, Junichi
    Okano, Hideyuki
    Ishii, Shin
    [J]. NEURAL NETWORKS, 2019, 116 : 25 - 34
  • [8] Deep Semi-Supervised Learning
    Hailat, Zeyad
    Komarichev, Artem
    Chen, Xue-Wen
    [J]. 2018 24TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2018, : 2154 - 2159
  • [9] Deep learning model construction for a semi-supervised classification with feature learning
    Mandapati, Sridhar
    Kadry, Seifedine
    Kumar, R. Lakshmana
    Sutham, Krongkarn
    Thinnukool, Orawit
    [J]. COMPLEX & INTELLIGENT SYSTEMS, 2023, 9 (03) : 3011 - 3021
  • [10] Deep learning model construction for a semi-supervised classification with feature learning
    Sridhar Mandapati
    Seifedine Kadry
    R. Lakshmana Kumar
    Krongkarn Sutham
    Orawit Thinnukool
    [J]. Complex & Intelligent Systems, 2023, 9 : 3011 - 3021