Hyperspectral Imaging during Normothermic Machine Perfusion—A Functional Classification of Ex Vivo Kidneys Based on Convolutional Neural Networks

Hyperspectral Imaging during Normothermic Machine Perfusion—A Functional Classification of Ex Vivo Kidneys Based on Convolutional Neural Networks

Facing an ongoing organ shortage in transplant medicine, strategies to increase the use of organs from marginal donors by objective organ assessment are being fostered. In this context, normothermic machine perfusion provides a platform for ex vivo organ evaluation during preservation. Consequently,...

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Bibliographic Details
Main Authors: Florian Sommer, Bingrui Sun, Julian Fischer, Miriam Goldammer, Christine Thiele, Hagen Malberg, Wenke Markgraf
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Biomedicines
Subjects:
normothermic machine perfusion
organ preservation
kidney
biomedical optical imaging
hyperspectral imaging
machine learning
Online Access:https://www.mdpi.com/2227-9059/10/2/397

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https://www.mdpi.com/2227-9059/10/2/397

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