A ConvMixEst and Multi-attention UNet for Intervertebral Disc Segmentation in Multi-modal MRI

被引:0
|
作者
Lu, Sipei [1 ]
Liu, Hanqiang [1 ]
Guo, Xiangkai [1 ]
机构
[1] School of Computer Science, Shaanxi Normal University, Xi’an, China
关键词
Engineering Village;
D O I
暂无
中图分类号
学科分类号
摘要
Attention mechanisms - Attentional mechanism - Context information - Deep learning - Feature information - Global context - Intervertebral disk - Intervertebral disk segmentation - Multi-modal - Multimodal imaging
引用
收藏
页码:137 / 146
相关论文
共 50 条
  • [1] A ConvMixEst and Multi-attention UNet for Intervertebral Disc Segmentation in Multi-modal MRI
    Lu, Sipei
    Liu, Hanqiang
    Guo, Xiangkai
    ADVANCED INTELLIGENT COMPUTING TECHNOLOGY AND APPLICATIONS, ICIC 2023, PT V, 2023, 14090 : 137 - 146
  • [2] Residual UNet with Dual Attention-An ensemble residual UNet with dual attention for multi-modal and multi-class brain MRI segmentation
    Kumari, K. H. Vijaya
    Barpanda, Soubhagya Sankar
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2023, 33 (02) : 644 - 658
  • [3] Multi-scanner and multi-modal lumbar vertebral body and intervertebral disc segmentation database
    Al Khalil, Yasmina
    Becherucci, Edoardo A.
    Kirschke, Jan S.
    Karampinos, Dimitrios C.
    Breeuwer, Marcel
    Baum, Thomas
    Sollmann, Nico
    SCIENTIFIC DATA, 2022, 9 (01)
  • [4] Multi-scanner and multi-modal lumbar vertebral body and intervertebral disc segmentation database
    Yasmina Al Khalil
    Edoardo A. Becherucci
    Jan S. Kirschke
    Dimitrios C. Karampinos
    Marcel Breeuwer
    Thomas Baum
    Nico Sollmann
    Scientific Data, 9
  • [5] A Multi-Attention UNet for Semantic Segmentation in Remote Sensing Images
    Sun, Yu
    Bi, Fukun
    Gao, Yangte
    Chen, Liang
    Feng, Suting
    SYMMETRY-BASEL, 2022, 14 (05):
  • [6] Multi-Modal Multi-Stream UNET Model for Liver Segmentation
    Elghazy, Hagar Louye
    Fakhr, Mohamed Waleed
    2021 IEEE WORLD AI IOT CONGRESS (AIIOT), 2021, : 28 - 33
  • [7] MAS-Net:Multi-modal Assistant Segmentation Network For Lumbar Intervertebral Disc
    Du, Qinhong
    He, Yue
    Bu, Wendong
    Du, Yukun
    Yang, Huan
    Xi, Yongming
    PHYSICS IN MEDICINE AND BIOLOGY, 2023, 68 (17):
  • [8] MM-UNet: Multi-attention mechanism and multi-scale feature fusion UNet for tumor image segmentation
    Xing, Yaozheng
    Yuan, Jie
    Liu, Qixun
    Peng, Shihao
    Yan, Yan
    Yao, Junyi
    2023 2ND ASIA CONFERENCE ON ALGORITHMS, COMPUTING AND MACHINE LEARNING, CACML 2023, 2023, : 253 - 257
  • [9] Deep neural network for automated simultaneous intervertebral disc (IVDs) identification and segmentation of multi-modal MR images
    Das, Pabitra
    Pal, Chandrajit
    Acharyya, Amit
    Chakrabarti, Amlan
    Basu, Saumyajit
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 205
  • [10] Application of Multi-modal Fusion Attention Mechanism in Semantic Segmentation
    Liu, Yunlong
    Yoshie, Osamu
    Watanabe, Hiroshi
    COMPUTER VISION - ACCV 2022, PT VII, 2023, 13847 : 378 - 397