Characteristics of Kidney Transplant Recipients with Prolonged Pre-Transplant Dialysis Duration as Identified by Machine Learning Consensus Clustering: Pathway to Personalized Care

Longer pre-transplant dialysis duration is known to be associated with worse post-transplant outcomes. Our study aimed to cluster kidney transplant recipients with prolonged dialysis duration before transplant using an unsupervised machine learning approach to better assess heterogeneity within this...

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Detalles Bibliográficos
Autores principales: Thongprayoon, Charat, Tangpanithandee, Supawit, Jadlowiec, Caroline C., Mao, Shennen A., Mao, Michael A., Vaitla, Pradeep, Acharya, Prakrati C., Leeaphorn, Napat, Kaewput, Wisit, Pattharanitima, Pattharawin, Suppadungsuk, Supawadee, Krisanapan, Pajaree, Nissaisorakarn, Pitchaphon, Cooper, Matthew, Craici, Iasmina M., Cheungpasitporn, Wisit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10455164/
https://www.ncbi.nlm.nih.gov/pubmed/37623523
http://dx.doi.org/10.3390/jpm13081273

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10455164/
https://www.ncbi.nlm.nih.gov/pubmed/37623523
http://dx.doi.org/10.3390/jpm13081273

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