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Toward accurate quantitative photoacoustic imaging: learning vascular blood oxygen saturation in three dimensions

Significance: Two-dimensional (2-D) fully convolutional neural networks have been shown capable of producing maps of [Formula: see text] from 2-D simulated images of simple tissue models. However, their potential to produce accurate estimates in vivo is uncertain as they are limited by the 2-D natur...

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Detalles Bibliográficos
Autores principales: Bench, Ciaran, Hauptmann, Andreas, Cox, Ben
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7443711/
https://www.ncbi.nlm.nih.gov/pubmed/32840068
http://dx.doi.org/10.1117/1.JBO.25.8.085003

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