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Deep learning-enabled Inference of 3D molecular absorption distribution of biological cells from IR spectra

Infrared spectroscopy delivers abundant information about the chemical composition, as well as the structural and optical properties of intact samples in a non-destructive manner. We present a deep convolutional neural network which exploits all of this information and solves full-wave inverse scatt...

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Detalles Bibliográficos
Autores principales: Magnussen, Eirik Almklov, Zimmermann, Boris, Blazhko, Uladzislau, Dzurendova, Simona, Dupuy–Galet, Benjamin, Byrtusova, Dana, Muthreich, Florian, Tafintseva, Valeria, Liland, Kristian Hovde, Tøndel, Kristin, Shapaval, Volha, Kohler, Achim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9814771/
https://www.ncbi.nlm.nih.gov/pubmed/36697906
http://dx.doi.org/10.1038/s42004-022-00792-3