Evidence map›Paper›PMID 41345354›Full record

ArticleWorld journal of urology2025

Concordance among experts in assessing apical mucosal preservation during holmium laser enucleation of the prostate (HoLEP): implications for artificial intelligence model development.

Archan Khandekar, Aravindh Rathinam, Ansh Bhatia, Diana M Lopategui, Jonathan Katz, Roger L Sur, Nicholas Smith, Pankaj N Maheshwari, Hemendra N Shah

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Article in World journal of urology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Archan KhandekarDesai Sethi Urology Institute, Miller School of Medicine, University of Miami, 1120 NW 14th St #2107, 15th Floor, Miami, FL, 33136, USA. archankhandekar@miami.edu.ORCID http://orcid.org/0000-0003-3177-3439
Aravindh RathinamDesai Sethi Urology Institute, Miller School of Medicine, University of Miami, 1120 NW 14th St #2107, 15th Floor, Miami, FL, 33136, USA.
Ansh BhatiaDepartment of Interventional Radiology, University of Miami, Miami, FL, USA.
Diana M LopateguiDesai Sethi Urology Institute, Miller School of Medicine, University of Miami, 1120 NW 14th St #2107, 15th Floor, Miami, FL, 33136, USA.
Jonathan KatzDepartment of Urology, University of California, San Diego, CA, USA.
Roger L SurDepartment of Urology, University of California, San Diego, CA, USA.
Nicholas SmithMount Sinai Medical Center, Miami, FL, USA.
Pankaj N MaheshwariFortis Hospital, Mumbai, India.
Hemendra N ShahDesai Sethi Urology Institute, Miller School of Medicine, University of Miami, 1120 NW 14th St #2107, 15th Floor, Miami, FL, 33136, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo quantify interrater reliability among expert urologists in visually assessing apical mucosal preservation during holmium laser enucleation of the prostate (HoLEP) and to examine the association between preservation ratings and early postoperative continence, thereby informing the design of computer‑vision algorithms.

methodsSixty anonymized video segments from “en‑bloc” HoLEP procedures performed between June 2023 and May 2024 were independently reviewed by six HoLEP surgeons. Each rater classified mucosal integrity as completely preserved, partially preserved, or not preserved. Interrater agreement was quantified with pairwise Cohen’s κ and multi‑rater Fleiss κ. Predictive value for 6‑week continence was evaluated using logistic regression and receiver‑operating‑characteristic (ROC) analysis of consensus ratings.

resultsPairwise Cohen’s κ ranged from 0.07 to 0.44; overall Fleiss κ was 0.18, indicating poor concordance. Agreement was highest between surgeons trained at the same institution (κ 0.44). The partially preserved class accounted for most disagreements. Majority‑vote preservation grade predicted continence poorly (ROC‑AUC 0.60). Observed patterns suggested that worse mucosal preservation tended to coincide with higher incontinence rates, but these trends were exploratory and not suitable for inferential interpretation.

conclusionExpert visual assessment of apical mucosal preservation lacks sufficient reliability to serve as ground truth for supervised computer‑vision training. Given the non-convergent regression model and exploratory nature of observed associations, mucosal-preservation ratings should not be used as inferential predictors. Standardized grading criteria or outcome‑based labels are needed to develop robust AI tools aimed at reducing transient stress urinary incontinence after HoLEP.

Indexed as

Artificial IntelligenceLasers, Solid-StateOrgan Sparing TreatmentsProstateProstatectomyProstatic HyperplasiaHumansMaleMucous MembraneObserver VariationReproducibility of ResultsComputer visionHolmiumLasersProstatic hyperplasiaReproducibility of resultsStressSurgicalUrinary incontinence

Identifiers

PMID41345354
PMCPMC12678557

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.