Automatic Liver Viability Scoring with Deep Learning and Hyperspectral Imaging

Automatic Liver Viability Scoring with Deep Learning and Hyperspectral Imaging

Hyperspectral imaging (HSI) is a non-invasive imaging modality already applied to evaluate hepatic oxygenation and to discriminate different models of hepatic ischemia. Nevertheless, the ability of HSI to detect and predict the reperfusion damage intraoperatively was not yet assessed. Hypoxia caused...

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Bibliographic Details
Main Authors: Eric Felli, Mahdi Al-Taher, Toby Collins, Richard Nkusi, Emanuele Felli, Andrea Baiocchini, Veronique Lindner, Cindy Vincent, Manuel Barberio, Bernard Geny, Giuseppe Maria Ettorre, Alexandre Hostettler, Didier Mutter, Sylvain Gioux, Catherine Schuster, Jacques Marescaux, Jordi Gracia-Sancho, Michele Diana
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Diagnostics
Subjects:
liver viability
artificial intelligence
deep learning
convolutional networks
CNNs
hyperspectral imaging
Online Access:https://www.mdpi.com/2075-4418/11/9/1527

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