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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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Главные авторы: 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
Формат: Artigo
Язык:Inglês
Опубликовано: MDPI AG 2021-08-01
Серии:Diagnostics
Предметы:
liver viability
artificial intelligence
deep learning
convolutional networks
CNNs
hyperspectral imaging
Online-ссылка:https://www.mdpi.com/2075-4418/11/9/1527
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