The role of artificial intelligence in predicting graft survival in kidney transplantation: a systematic review

The current systematic review showed a promising potential role of GB in the GS prediction after KT. However, ML models should be carefully interpreted before being used in clinical practice.

Authors

Institutions

Publication Details

Journal
Minerva Urology and Nephrology
Published
2026-02-01
DOI
https://doi.org/10.23736/s2724-6051.25.06559-0
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

The role of artificial intelligence in predicting graft survival in kidney transplantation: a systematic review

A. Piana, Francesco Di Bello, P. Gavrilov, JOSEP GAYÀ et al.
Minerva Urology and Nephrology
Renal Transplantation Outcomes and Treatments
article

The role of artificial intelligence in predicting graft survival in kidney transplantation: a systematic review

A. Piana, Francesco Di Bello, P. Gavrilov, JOSEP GAYÀ, Ángelo Territo, S. Mancon, Muhammet İrfan Dönmez, Hakan Bahadır Haberal, Donato Cannoletta, B. Bañuelos Marco, L L Guirado, Alicia López‐Abad, Alessio Pecoraro, C. Facundo, A. Kanashiro, Alberto Breda, Andrea Gallioli, On behalf of the Members of the VivalDI -study and Dry Immersion expert group, Thomas PRUDHOMME, Oscar RODRIGUEZ-FABA
article en

Abstract

The current systematic review showed a promising potential role of GB in the GS prediction after KT. However, ML models should be carefully interpreted before being used in clinical practice.

Minerva Urology and NephrologyVol. 78(1)
Ministry of Health (TR), Humanitas University (IT), Hospital Clínico San Carlos (ES), Ankara Atatürk Eğitim ve Araştırma Hastanesi (TR), Hôpital Rangueil (FR), Sağlık Bilimleri Üniversitesi (TR), IRCCS Ospedale San Raffaele (IT), Puigvert Foundation (ES), Hospital Universitario Virgen de la Arrixaca (ES), Istituti di Ricovero e Cura a Carattere Scientifico (IT), Ospedale San Luigi Gonzaga (IT), University of Florence (IT), University of Turin (IT), Istanbul University (TR), University of Naples Federico II (IT)
Openalex Percentile: Top 53%
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.