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Deep learning for photoacoustic tomography from sparse data

The development of fast and accurate image reconstruction algorithms is a central aspect of computed tomography. In this paper, we investigate this issue for the sparse data problem in photoacoustic tomography (PAT). We develop a direct and highly efficient reconstruction algorithm based on deep lea...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Inverse Probl Sci Eng
Prif Awduron: Antholzer, Stephan, Haltmeier, Markus, Schwab, Johannes
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Taylor & Francis 2018
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC6474723/
https://ncbi.nlm.nih.gov/pubmed/31057659
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/17415977.2018.1518444
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