Acta Photonica Sinica, Volume. 51, Issue 6, 0618002(2022)
A Fluorescence Lifetime Retrieval Algorithm Based on LSTM Neural Network
[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).
[4] Chenhua SUI, Minghua ZHOU. Study on fluorescence lifetime imaging based on neural network principle. Acta Biophysica Sinica, 21, 213-220(2005).
[5] Xuejie DUAN. Imaging technology based on time-dependent single photon counting(2017).
[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).
Get Citation
Copy Citation Text
Biyu YANG, Yue XU. A Fluorescence Lifetime Retrieval Algorithm Based on LSTM Neural Network[J]. Acta Photonica Sinica, 2022, 51(6): 0618002
Category: Microscopy
Received: Jan. 17, 2022
Accepted: Feb. 22, 2022
Published Online: Sep. 23, 2022
The Author Email: XU Yue (yuex@njupt.edu.cn)