Machine learning models in predicting graft survival in kidney transplantation: meta-analysis

B Ravindhran, P Chandak, N Schafer, K Kundalia… - BJS open, 2023 - academic.oup.com
Background The variations in outcome and frequent occurrence of kidney allograft failure
continue to pose important clinical and research challenges despite recent advances in …

[HTML][HTML] Predicting kidney graft survival using machine learning methods: prediction model development and feature significance analysis study

SAA Naqvi, K Tennankore, A Vinson, PC Roy… - Journal of Medical …, 2021 - jmir.org
Background Kidney transplantation is the optimal treatment for patients with end-stage renal
disease. Short-and long-term kidney graft survival is influenced by a number of donor and …

[HTML][HTML] Predicting graft and patient outcomes following kidney transplantation using interpretable machine learning models

A Salaün, S Knight, L Wingfield, T Zhu - Scientific Reports, 2024 - nature.com
The decision to accept a deceased donor organ offer for transplant, or wait for something
potentially better in the future, can be challenging. Clinical decision support tools predicting …

Seeking standardized definitions for HLA-incompatible kidney transplants: a systematic review

SS Jatana, H Zhao, LM Bow, E Cozzi, I Batal… - …, 2023 - journals.lww.com
Background. There is no standard definition for “HLA incompatible” transplants. For the first
time, we systematically assessed how HLA incompatibility was defined in contemporary …

Interpretable Machine Learning in Kidney Offering: Multiple Outcome Prediction for Accepted Offers

A Salaün, S Knight, L Wingfield, T Zhu - medRxiv, 2023 - medrxiv.org
The decision to accept an organ offer for transplant, or wait for something potentially better in
the future, can be challenging. Especially, clinical decision support tools predicting …

[HTML][HTML] Time to move on: HLA matching should be reconsidered in modern deceased donor kidney allocation

ME Gramlick, P Trevillian, KL Palazzi… - Transplantation …, 2022 - journals.lww.com
Background. HLA matching has been the cornerstone of deceased donor kidney allocation
policies worldwide but can lead to racial inequity. Although HLA matching has been shown …

[HTML][HTML] Short term and long term survival rate and risk factors of graft rejection after deceased donor kidney transplantation: a systematic review and meta-analysis

B Narouie, M Saatchi - Translational Research in Urology, 2021 - transresurology.com
Introduction: The purpose of the current meta-analysis was to determine the short-term and
long-term graft survival and patient survival from the deceased donors, and determine the …

[HTML][HTML] Development and external validation study combining existing models and recent data into an up-to-date prediction model for evaluating kidneys from older …

CL Ramspek, M El Moumni, E Wali, MBA Heemskerk… - Kidney International, 2021 - Elsevier
With a rising demand for kidney transplantation, reliable pre-transplant assessment of organ
quality becomes top priority. In clinical practice, physicians are regularly in doubt whether …

[HTML][HTML] Impact of Size Matching Based on Donor-Recipient Height on Kidney Transplant Outcomes

S Tandukar, C Wu, S Hariharan… - Transplant …, 2022 - frontierspartnerships.org
Transplantation of kidneys from shorter donors into taller recipients may lead to suboptimal
allograft survival. The effect of discrepancy in donor and recipient heights (ΔHeight) on long …

[HTML][HTML] Personalizing donor kidney selection: choosing the right donor for the right recipient

DP Foley, D Sawinski - Clinical Journal of the American Society of …, 2020 - journals.lww.com
The selection of the optimal living or deceased donor for the patient with ESKD remains a
critical decision point for kidney transplant programs. Kidney transplant candidates are …