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 pres...

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Veröffentlicht in:	International journal for computer assisted radiology and surgery 2016-06, Vol.11 (6), p.909-917
Hauptverfasser:	Wirkert, Sebastian J., Kenngott, Hannes, Mayer, Benjamin, Mietkowski, Patrick, Wagner, Martin, Sauer, Peter, Clancy, Neil T., Elson, Daniel S., Maier-Hein, Lena
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Imaging Computer Science Computer Simulation Diagnostic Imaging - methods Health Informatics Hemoglobins - chemistry Humans Image Processing, Computer-Assisted - methods Imaging Medicine Medicine & Public Health Monte Carlo Method Original Original Article Oxygen - chemistry Oxygen Consumption Pattern Recognition and Graphics Radiology Regression Analysis Scattering, Radiation Spectrum Analysis - methods Surgery Vision
Online-Zugang:	Volltext
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