Deep Learning Algorithms for the Prediction of Posttransplant Renal Function in Deceased-Donor Kidney Recipients: A Preliminary Study Based on Pretransplant Biopsy

Deep Learning Algorithms for the Prediction of Posttransplant Renal Function in Deceased-Donor Kidney Recipients: A Preliminary Study Based on Pretransplant Biopsy

BackgroundPosttransplant renal function is critically important for kidney transplant recipients. Accurate prediction of graft function would greatly help in deciding acceptance or discard of allocated kidneys.Methods: Whole-slide images (WSIs) of H&E-stained donor kidney biopsies at × 200 m...

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Bibliographic Details
Main Authors: You Luo, Jing Liang, Xiao Hu, Zuofu Tang, Jinhua Zhang, Lanqing Han, Zhanwen Dong, Weiming Deng, Bin Miao, Yong Ren, Ning Na
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-01-01
Series:Frontiers in Medicine
Subjects:
kidney transplantation
deceased donor
graft function
deep learning
whole slide digital image
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2021.676461/full

Internet

https://www.frontiersin.org/articles/10.3389/fmed.2021.676461/full

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