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Characteristics of Kidney Recipients of High Kidney Donor Profile Index Kidneys as Identified by Machine Learning Consensus Clustering

Background: Our study aimed to characterize kidney transplant recipients who received high kidney donor profile index (KDPI) kidneys using unsupervised machine learning approach. Methods: We used the OPTN/UNOS database from 2010 to 2019 to perform consensus cluster analysis based on recipient-, dono...

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Detalles Bibliográficos
Autores principales: Thongprayoon, Charat, Radhakrishnan, Yeshwanter, Jadlowiec, Caroline C., Mao, Shennen A., Mao, Michael A., Vaitla, Pradeep, Acharya, Prakrati C., Leeaphorn, Napat, Kaewput, Wisit, Pattharanitima, Pattharawin, Tangpanithandee, Supawit, Krisanapan, Pajaree, Nissaisorakarn, Pitchaphon, Cooper, Matthew, Cheungpasitporn, Wisit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9782675/
https://www.ncbi.nlm.nih.gov/pubmed/36556213
http://dx.doi.org/10.3390/jpm12121992