Using Unsupervised Clustering to Characterize Phenotypes Among Older Kidney Transplant Recipients: A Cohort Study

In a national cohort of older kidney transplant recipients, unsupervised clustering generated 3 clinically distinct recipient phenotypes. These phenotypes may aid in complementing allocation decisions, providing prognostic information, and optimizing post-transplant care for older recipients.

Authors

Institutions

Publication Details

Journal
Canadian Journal of Kidney Health and Disease
Published
2025-03-14
DOI
https://doi.org/10.1177/20543581251322576
Primary Topic
Renal Transplantation Outcomes and Treatments
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Using Unsupervised Clustering to Characterize Phenotypes Among Older Kidney Transplant Recipients: A Cohort Study

Kenneth A. West, Karthik Tennankore, Samina Abidi, George Worthen et al.
Canadian Journal of Kidney Health and Disease
Renal Transplantation Outcomes and Treatments
article

Using Unsupervised Clustering to Characterize Phenotypes Among Older Kidney Transplant Recipients: A Cohort Study

Kenneth A. West, Karthik Tennankore, Samina Abidi, George Worthen, Syed Sibte Raza Abidi, Amanda J. Vinson, Sareen Singh, Syed Asil Ali Naqvi, Thomas A. A. Skinner
article en

Abstract

In a national cohort of older kidney transplant recipients, unsupervised clustering generated 3 clinically distinct recipient phenotypes. These phenotypes may aid in complementing allocation decisions, providing prognostic information, and optimizing post-transplant care for older recipients.

Canadian Journal of Kidney Health and DiseaseVol. 12
Dalhousie University (CA), Queen's University (CA)
Good health and well-being
Openalex Percentile: Top 92%
Renal Transplantation Outcomes and Treatments
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.