Preoperative Function Assessment of Ex Vivo Kidneys with Supervised Machine Learning Based on Blood and Urine Markers Measured during Normothermic Machine Perfusion

Preoperative Function Assessment of Ex Vivo Kidneys with Supervised Machine Learning Based on Blood and Urine Markers Measured during Normothermic Machine Perfusion

Establishing an objective quality assessment of an organ prior to transplantation can help prevent unnecessary discard of the organ and reduce the probability of functional failure. In this regard, normothermic machine perfusion (NMP) offers new possibilities for organ evaluation. However, to date,...

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Bibliographic Details
Main Authors: Wenke Markgraf, Hagen Malberg
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Biomedicines
Subjects:
normothermic machine perfusion
organ preservation
kidney
function assessment
classification
supervised learning methods
Online Access:https://www.mdpi.com/2227-9059/10/12/3055

Internet

https://www.mdpi.com/2227-9059/10/12/3055

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