Fast Analysis of Time-Domain Fluorescence Lifetime Imaging via Extreme Learning Machine

Fast Analysis of Time-Domain Fluorescence Lifetime Imaging via Extreme Learning Machine

We present a fast and accurate analytical method for fluorescence lifetime imaging microscopy (FLIM), using the extreme learning machine (ELM). We used extensive metrics to evaluate ELM and existing algorithms. First, we compared these algorithms using synthetic datasets. The results indicate that E...

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Bibliographic Details
Main Authors: Zhenya Zang, Dong Xiao, Quan Wang, Zinuo Li, Wujun Xie, Yu Chen, David Day Uei Li
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Sensors
Subjects:
fluorescence lifetime imaging microscopy
single-photon time-correlated counting (TCSPC)
computational imaging
machine learning
Online Access:https://www.mdpi.com/1424-8220/22/10/3758

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