Acta Photonica Sinica, Volume. 51, Issue 6, 0618002(2022)

A Fluorescence Lifetime Retrieval Algorithm Based on LSTM Neural Network

Biyu YANG1 and Yue XU1,2、*
Author Affiliations
  • 1College of Integrated Circuit Science and Engineering,Nanjing University of Posts and Telecommunications,Nanjing 210023,China
  • 2National and Local Joint Engineering Laboratory of RF Integration and Micro-assembly Technology,Nanjing 210023,China
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    References(25)

    [1] Linlin LUO, Jingjing NIU, Beixin MO et al. Advances in the application of forster resonance energy transfer and fluorescence lifetime imaging microscopy (FRET-FLIM) technique in life science research. Spectroscopy and Spectral Analysis, 41, 1023-1031(2021).

    [2] Hui LI, Xianyuan XIA, Tingai CHEN et al. Applications of two-photon excitation fluorescence lifetime imaging in tumor diagnosis. Chinese Journal of Lasers, 45, 0207010(2018).

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    [6] Lixin LIU, Meijie QI, Peng GAO et al. Application of fluorescence lifetime imaging in cancer diagnosis (invited). Acta Photonica Sinica, 50, 1017001(2021).

    [12] Lingling XU. Method and application of high-precision fluorescence lifetime imaging(2013).

    [13] Xiao ZHANG. Research on fluorescence lifetime analysis method suitable for low photon number situation(2020).

    [15] Jingjing NIU, Xiongbo LIU, Pengfa CHEN et al. Fast fluorescence lifetime microscopy imaging of any number of discrete irregular regions of interest. Acta Physica Sinica, 70, 323-330(2021).

    [16] Lingjia TANG. Research on fluorescence lifetime imaging sensor based on event-driven mechanism(2018).

    [17] Fan YANG, Peng WANG, Ningchao ZHANG et al. Improved filtering algorithm based on wavelet transform and its application in spectral denoising. Foreign Electronic Measurement Technology, 39, 98-104(2020).

    [22] Yu ZHANG. Study on the photoluminescence behavior of aqueous CdTe quantum dots in cells(2008).

    [23] Yang CAO, Hao WEN, Yuchao DANG et al. LSTM-SCFlips decoding method in free-space optical communication. Acta Optica Sinica, 41, 1406004(2021).

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    Biyu YANG, Yue XU. A Fluorescence Lifetime Retrieval Algorithm Based on LSTM Neural Network[J]. Acta Photonica Sinica, 2022, 51(6): 0618002

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    Paper Information

    Category: Microscopy

    Received: Jan. 17, 2022

    Accepted: Feb. 22, 2022

    Published Online: Sep. 23, 2022

    The Author Email: XU Yue (yuex@njupt.edu.cn)

    DOI:10.3788/gzxb20225106.0618002

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