Linear scheme for the direct reconstruction of noncontact time-domain fluorescence molecular lifetime tomography

被引:2
|
作者
Zhang, Peng [1 ,2 ]
Liu, Jie [1 ]
Hui, Hui [2 ,3 ,4 ]
An, Yu [5 ]
Wang, Kun [2 ,3 ,4 ]
Yang, Xin [2 ,3 ,4 ]
Tian, Jie [2 ,3 ,4 ]
机构
[1] Beijing Jiaotong Univ, Sch Comp & Informat Technol, Dept Biomed Engn, Beijing 100044, Peoples R China
[2] Chinese Acad Sci, Inst Automat, CAS Key Lab Mol Imaging, Beijing 100190, Peoples R China
[3] Inst Automat, Beijing Key Lab Mol Imaging, Beijing 100190, Peoples R China
[4] Univ Chinese Acad Sci, Beijing 100190, Peoples R China
[5] Beihang Univ, Beijing Adv Innovat Ctr Big Data Based Precis Med, Sch Med, Beijing 100083, Peoples R China
基金
中国国家自然科学基金;
关键词
SYSTEM;
D O I
10.1364/AO.398967
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Direct reconstruction of the noncontact time-domain fluorescence molecular lifetime tomography (TD-FMLT) with current nonlinear algorithms has suffered from complexity and heavy computation loads of the physical model for a large imaging area in TD-FMLT. In this work, we discretize the system matrix along time points and apply a linearized reconstruction algorithm using the fused least absolute shrinkage and selection operator method. The reconstructed yield map and object geometry are used as a priori information to mitigate the ill conditions. This approach is implemented on a fully noncontact TD-FMLT system equipped with a femtosecond pulse laser and a high-speed, time-gated camera. We validate the methodology using both numerical simulations and inhomogeneous phantom experiments. The results exhibit good localization accuracy for fluorescent targets and an efficient computation capability for the reconstruction of fluorescence lifetime in noncontact TD-FMLT. We envision that the proposed linear scheme for the direct reconstruction method in noncontact TD-FMLT has a significant potential for in vivo preclinical studies. (C) 2020 Optical Society of America
引用
收藏
页码:7961 / 7967
页数:7
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