The Impact and Effectiveness of Weight Loss on Kidney Transplant Outcomes: A Narrative Review

G Sarno, E Frias-Toral, F Ceriani, M Montalván… - Nutrients, 2023 - mdpi.com
Obesity is a worldwide epidemic that leads to several non-communicable illnesses,
including chronic kidney disease (CKD). Diet and lifestyle modifications have shown a …

Explainable preoperative automated machine learning prediction model for cardiac surgery-associated acute kidney injury

C Thongprayoon, P Pattharanitima, AG Kattah… - Journal of clinical …, 2022 - mdpi.com
Background: We aimed to develop and validate an automated machine learning (autoML)
prediction model for cardiac surgery-associated acute kidney injury (CSA-AKI). Methods …

[HTML][HTML] Ensemble of machine learning techniques to predict survival in kidney transplant recipients

C Díez-Sanmartín, AS Cabezuelo… - Computers in Biology and …, 2024 - Elsevier
Kidney transplant recipients face a high cardiovascular risk, which is a leading cause of
death in this patient group. This article proposes the application of clustering techniques and …

[HTML][HTML] Distinct phenotypes of kidney transplant recipients aged 80 years or older in the USA by machine learning consensus clustering

C Thongprayoon, CC Jadlowiec, SA Mao… - BMJ Surgery …, 2023 - ncbi.nlm.nih.gov
Distinct phenotypes of kidney transplant recipients aged 80 years or older in the USA by
machine learning consensus clustering - PMC Back to Top Skip to main content NIH NLM Logo …

Obesity and kidney transplantation

JH Chang, V Mushailov, S Mohan - Current Opinion in Organ …, 2023 - journals.lww.com
Data suggest that long-term transplant outcomes among obese recipients are similar to
those among nonobese. Strategies to achieve pretransplant weight reduction and minimally …

Clinical Phenotypes of Dual Kidney Transplant Recipients in the United States as Identified through Machine Learning Consensus Clustering

S Tangpanithandee, C Thongprayoon, CC Jadlowiec… - Medicina, 2022 - mdpi.com
Background and Objectives: Our study aimed to cluster dual kidney transplant recipients
using an unsupervised machine learning approach to characterize donors and recipients …

Obesity-associated Inflammation and Alloimmunity

H Zhou, M Gizlenci, Y Xiao, F Martin, K Nakamori… - Transplantation - journals.lww.com
Obesity is a worldwide health problem with a rapidly rising incidence. In organ
transplantation, increasing numbers of patients with obesity accumulate on waiting lists and …

Multi-Modal Consensus Clustering to Identify Phenotypes of Kidney Transplant Donors and Recipients and Their Association With Survival

KK Jalakam - 2022 - dalspace.library.dal.ca
Kidney transplantation is an essential treatment option for individuals diagnosed with End-
stage renal disease (ESRD). Being able to predict the survival of the transplant and the …