Learning curve in robotic surgery for ureteropelvic junction obstruction in children: how to best define a reliable learning process through CUSUM analysis

This study highlights how CUSUM LC analysis in RALP varies depending on both the parameter evaluated and the reference value used. Composite metrics revealed a longer LC than operative time alone, highlighting the influence of postoperative outcomes in assessing surgical competency. These findings emphasize the need for standardized, multidimensional LC assessments in pediatric RALP to better capture the complexity of the learning process.

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Publication Details

Journal
Frontiers in Surgery
Published
2026-01-16
DOI
https://doi.org/10.3389/fsurg.2025.1693109
Primary Topic
Pediatric Urology and Nephrology Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Learning curve in robotic surgery for ureteropelvic junction obstruction in children: how to best define a reliable learning process through CUSUM analysis

Marcello Carlucci, Maria Stella Cipriani, V. Fiorenza, Martina Monti et al.
Frontiers in Surgery
Pediatric Urology and Nephrology Studies
article

Learning curve in robotic surgery for ureteropelvic junction obstruction in children: how to best define a reliable learning process through CUSUM analysis

Marcello Carlucci, Maria Stella Cipriani, V. Fiorenza, Martina Monti, M. G. Calevo, Girolamo Mattioli
article en

Abstract

This study highlights how CUSUM LC analysis in RALP varies depending on both the parameter evaluated and the reference value used. Composite metrics revealed a longer LC than operative time alone, highlighting the influence of postoperative outcomes in assessing surgical competency. These findings emphasize the need for standardized, multidimensional LC assessments in pediatric RALP to better capture the complexity of the learning process.

Frontiers in SurgeryVol. 12
Istituto Giannina Gaslini (IT), Azienda Ospedaliera Pugliese Ciaccio (IT), University of Genoa (IT)
Ministero della Salute
Quality Education
Openalex Percentile: Top 87%
Pediatric Urology and Nephrology Studies
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Learning curve in robotic surgery for ureteropelvic junction obstruction in children: how to best define a reliable learning process through CUSUM analysis — Marcello Carlucci, Maria Stella Cipriani, et al. · Frontiers in Surgery (2026) | TGRS Research Map | TGRS