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Robust near real-time estimation of physiological parameters from megapixel multispectral images with inverse Monte Carlo and random forest regression

PURPOSE: Multispectral imaging can provide reflectance measurements at multiple spectral bands for each image pixel. These measurements can be used for estimation of important physiological parameters, such as oxygenation, which can provide indicators for the success of surgical treatment or the pre...

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Podrobná bibliografie
Vydáno v:Int J Comput Assist Radiol Surg
Hlavní autoři: Wirkert, Sebastian J., Kenngott, Hannes, Mayer, Benjamin, Mietkowski, Patrick, Wagner, Martin, Sauer, Peter, Clancy, Neil T., Elson, Daniel S., Maier-Hein, Lena
Médium: Artigo
Jazyk:Inglês
Vydáno: Springer Berlin Heidelberg 2016
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4893375/
https://ncbi.nlm.nih.gov/pubmed/27142459
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11548-016-1376-5
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