ArticleFrontiers in surgery2026
Defining the learning curve for thulium Laser
Article in Frontiers in surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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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.
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Who cites it
1 citing paper in PubMed.
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: To quantitatively analyze the learning curve for thulium laser Methods: In this single-surgeon, retrospective cohort study, the initial 86 consecutive TL-ERBT cases were reviewed. Operation time was used as the primary outcome. Learning curve analysis was performed using moving average and cumulative sum (CUSUM) methods. Results: Among 79 successfully completed TL-ERBTs, the mean operation time was 31.6 ± 10.3 min. CUSUM analysis identified a turning point at case 32, separating the Learning phase (cases 1-32) from the Proficiency phase (cases 33-86). Operation time significantly decreased from 37.8 ± 9.2 min in the Learning phase to 27.8 ± 8.1 min in the Proficiency phase ( Conclusion: For a surgeon experienced in conventional TURBT, preliminary evidence from this study suggests that proficiency in TL-ERBT, defined primarily by operative efficiency, may be achievable after approximately 32 procedures, with significant improvements in operative efficiency and technical success; while patient safety was not compromised. These findings provide a practical quantitative benchmark for surgical training and clinical implementation.
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