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Journal of Innovative Optical Health Sciences, Volume. 17, Issue 5, 2450009(2024)

Label-free in-vivo classification and tracking of red blood cells and platelets using Dynamic-YOLOv4 network

Caizhong Guan1...1,2,2,">">, Bin He1,1,">, Hongting Zhang3,3,">, Shangpan Yang1,1,">, Yang Xu1,1,">, Honglian Xiong1,1,">, Yaguang Zeng1,1,">, Mingyi Wang1,*, and Xunbin Wei4,4,5,5,6,67,">">">** |Show fewer author(s)
Author Affiliations
  • 1Guangdong-Hong Kong-Macao Joint Laboratory for Intelligent, Micro-Nano Optoelectronic Technology, School of Physics and Optoelectronic Engineering, Foshan University, Foshan 528225, P. R. China
  • 2Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, P. R. China
  • 3The Second Affiliated Hospital of Heilongjiang University of Chinese Medicine, Harbin 150001, P. R. China
  • 4Peking University Cancer Hospital & Institute, Beijing 100142, P. R. China
  • 5Biomedical Engineering Department, Peking University, Beijing 100081, P. R. China
  • 6Institute of Medical Technology, Peking University Health Science Center, Beijing 100191, P. R. China
  • 7International Cancer Institute, Peking University, Beijing 100191, P. R. China
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    Caizhong Guan, Bin He, Hongting Zhang, Shangpan Yang, Yang Xu, Honglian Xiong, Yaguang Zeng, Mingyi Wang, Xunbin Wei. Label-free in-vivo classification and tracking of red blood cells and platelets using Dynamic-YOLOv4 network[J]. Journal of Innovative Optical Health Sciences, 2024, 17(5): 2450009

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    Paper Information

    Category: Research Articles

    Received: Jan. 16, 2024

    Accepted: Apr. 22, 2024

    Published Online: Aug. 8, 2024

    The Author Email: Wang Mingyi (wangmingyi@mail.bnu.edu.cn), Wei Xunbin (xwei@bjmu.edu.cn)

    DOI:10.1142/S1793545824500093

    Topics

    laser devices and laser physics
    Lasers and Laser Optics
    Laser physics
    laser manufacturing
    Instrumentation, Measurement and Metrology