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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...
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 |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
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 |
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