Identifying Risk Factors for Graft Failure due to Chronic Rejection < 15 Years Post‐Transplant in Pediatric Kidney Transplants Using Random Forest Machine‐Learning Techniques

This case-control study identifies key factors for chronic rejection-caused graft failure 15 years post-transplant in pediatric kidney transplants and develops a Random Forest predictive model based on these factors. Continued investigation is needed to better understand the variables contributing to pediatric chronic kidney rejection.

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Publication Details

Journal
Pediatric Transplantation
Published
2025-02-21
DOI
https://doi.org/10.1111/petr.70043
Citations
2
Primary Topic
Renal Transplantation Outcomes and Treatments
Type
article
Field-Weighted Citation Impact
3.97
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article

Identifying Risk Factors for Graft Failure due to Chronic Rejection < 15 Years Post‐Transplant in Pediatric Kidney Transplants Using Random Forest Machine‐Learning Techniques

Heesuck Suh
2 citations
Pediatric Transplantation
Renal Transplantation Outcomes and Treatments
3.97
article

Identifying Risk Factors for Graft Failure due to Chronic Rejection < 15 Years Post‐Transplant in Pediatric Kidney Transplants Using Random Forest Machine‐Learning Techniques

Heesuck Suh
article en
2 citations

Abstract

This case-control study identifies key factors for chronic rejection-caused graft failure 15 years post-transplant in pediatric kidney transplants and develops a Random Forest predictive model based on these factors. Continued investigation is needed to better understand the variables contributing to pediatric chronic kidney rejection.

Pediatric TransplantationVol. 29(2)
Noble (US)
Life in Land
Openalex Percentile: Top 9%
Renal Transplantation Outcomes and Treatments
3.97
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