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Y-Net: Hybrid deep learning image reconstruction for photoacoustic tomography in vivo

Conventional reconstruction algorithms (e.g., delay-and-sum) used in photoacoustic imaging (PAI) provide a fast solution while many artifacts remain, especially for limited-view with ill-posed problem. In this paper, we propose a new convolutional neural network (CNN) framework Y-Net: a CNN architec...

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Dettagli Bibliografici
Pubblicato in:Photoacoustics
Autori principali: Lan, Hengrong, Jiang, Daohuai, Yang, Changchun, Gao, Feng, Gao, Fei
Natura: Artigo
Lingua:Inglês
Pubblicazione: Elsevier 2020
Soggetti:
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC7322183/
https://ncbi.nlm.nih.gov/pubmed/32612929
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.pacs.2020.100197
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