Determining sources in the bioluminescence tomography problem

Abstract In this paper, we revisit the bioluminescence tomography (BLT) problem, where one seeks to reconstruct bioluminescence signals (an internal light source) from external measurements of the Cauchy data. As one kind of optical imaging, the BLT has many merits such as high signal-to-noise ratio, non-destructivity and cost-effectiveness etc and has potential applications such as cancer diagnosis, drug discovery and development as well as gene therapies and so on. In the literature, BLT is extensively studied based on diffusion approximation equation, where the distribution of peak sources is to be reconstructed and no solution uniqueness is guaranteed without adequate a priori information. Motivated by the solution uniqueness issue, several theoretical results are explored. The major contributions in this work that are new to the literature are two-fold: first, we show the theoretical uniqueness of the BLT problem where the light sources are in the shape of C 2 domains or polyhedral- or corona-shaped; second, we support our results with plenty of problem-orientated numerical experiments.

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Publication Details

Journal
Inverse Problems
Published
2024-11-15
DOI
https://doi.org/10.1088/1361-6420/ad934c
Citations
4
Primary Topic
Optical Imaging and Spectroscopy Techniques
Type
article
Field-Weighted Citation Impact
1.62

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article

Determining sources in the bioluminescence tomography problem

Hongyu Liu, Minghui Ding, Catharine W. K. Lo, Rongfang Gong
4 citations
Inverse Problems
Optical Imaging and Spectroscopy Techniques
1.62
article

Determining sources in the bioluminescence tomography problem

Hongyu Liu, Minghui Ding, Catharine W. K. Lo, Rongfang Gong
article en
4 citations

Abstract

Abstract In this paper, we revisit the bioluminescence tomography (BLT) problem, where one seeks to reconstruct bioluminescence signals (an internal light source) from external measurements of the Cauchy data. As one kind of optical imaging, the BLT has many merits such as high signal-to-noise ratio, non-destructivity and cost-effectiveness etc and has potential applications such as cancer diagnosis, drug discovery and development as well as gene therapies and so on. In the literature, BLT is extensively studied based on diffusion approximation equation, where the distribution of peak sources is to be reconstructed and no solution uniqueness is guaranteed without adequate a priori information. Motivated by the solution uniqueness issue, several theoretical results are explored. The major contributions in this work that are new to the literature are two-fold: first, we show the theoretical uniqueness of the BLT problem where the light sources are in the shape of C 2 domains or polyhedral- or corona-shaped; second, we support our results with plenty of problem-orientated numerical experiments.

Inverse ProblemsVol. 40(12)
City University of Hong Kong (HK), Northwestern Polytechnical University (CN), Nanjing University of Aeronautics and Astronautics (CN)
National Natural Science Foundation of China, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 15%
Optical Imaging and Spectroscopy Techniques
1.62
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Determining sources in the bioluminescence tomography problem — Hongyu Liu, Minghui Ding, et al. · Inverse Problems (2024) | TGRS Research Map | TGRS