Comparative analysis of outcomes in high KDPI spectrum kidney transplants using unsupervised machine learning algorithm

The Kidney Donor Profile Index (KDPI) is a continuous metric used to estimate the risk of allograft failure for kidneys from deceased donors. Lower KDPI scores are associated with longer post-transplant kidney function. This study aims to evaluate the outcomes of kidney transplantation using high-KD...

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Vydáno v:	PloS one Ročník 20; číslo 8; s. e0324265
Hlavní autoři:	Moein, Mahmoudreza, Golkarieh, Alireza, Vlassis, Isabella, Saidi, Reza, Lioudis, Michael
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	United States Public Library of Science 26.08.2025 Public Library of Science (PLoS)
Témata:	Adult Algorithms Allografts Biology and Life Sciences Body mass index Body size Clustering Comparative analysis Computer and Information Sciences Confounding (Statistics) Donation of organs, tissues, etc Ethnicity Female Gender Graft Rejection Graft Survival Health aspects Humans Influence Ischemia Kidney transplantation Kidney Transplantation - adverse effects Kidney transplants Kidneys Learning algorithms Machine learning Male Matching Medicine and Health Sciences Middle Aged Organ donors People and Places Physical Sciences Quality of life Renal failure Research and Analysis Methods Retrospective Studies Survival Tissue Donors Transplantation Transplants Treatment Outcome United States Unsupervised learning Unsupervised Machine Learning United States United States > US
ISSN:	1932-6203, 1932-6203
On-line přístup:	Získat plný text
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