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

Caizhong Guan; Bin He; Hongting Zhang; Shangpan Yang; Yang Xu; Honglian Xiong; Yaguang Zeng; Mingyi Wang; Xunbin Wei

doi:10.1142/S1793545824500093

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 Guan^{1,1,2,2、">">}, Bin He^1,1、">, Hongting Zhang^3,3、">, Shangpan Yang^1,1、">, Yang Xu^1,1、">, Honglian Xiong^1,1、">, Yaguang Zeng^1,1、">, Mingyi Wang^1、*, and Xunbin Wei^{4,4,5,5,6,6,7、">">">**}

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

DOI:10.1142/S1793545824500093

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