Evidence map›Paper›PMID 42498886›Full record

ArticleJournal of robotic surgery2026

Feasibility and safety of supervised robotic training for minor general surgical procedures: a prospective single-center study with early learning curve analysis.

P P Bianchi, L Benuzzi, F Toti, R Masserano, M Oltolina, G Piccolo, S Giuratrabocchetta, A Salaj, G Formisano

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Article in Journal of robotic surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

P P BianchiDepartment of Health Sciences, Department of General and Robotic Surgery, University of Milan, ASST Santi Paolo e Carlo, Milan, Italy.
L BenuzziDepartment of General and Robotic Surgery, ASST Santi Paolo e Carlo, Milan, Italy. laura.benuzzi@asst-santipaolocarlo.it.ORCID http://orcid.org/0000-0003-1542-2807
F TotiDepartment of General and Robotic Surgery, ASST Santi Paolo e Carlo, Milan, Italy.
R MasseranoDepartment of General and Robotic Surgery, ASST Santi Paolo e Carlo, Milan, Italy.
M OltolinaDepartment of General and Robotic Surgery, ASST Santi Paolo e Carlo, Milan, Italy.
G PiccoloDepartment of General and Robotic Surgery, ASST Santi Paolo e Carlo, Milan, Italy.
S GiuratrabocchettaDepartment of General and Robotic Surgery, ASST Santi Paolo e Carlo, Milan, Italy.
A SalajDepartment of General and Robotic Surgery, ASST Santi Paolo e Carlo, Milan, Italy.
G FormisanoDepartment of Health Sciences, Department of General and Robotic Surgery, University of Milan, ASST Santi Paolo e Carlo, Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Robotic surgery offers technical advantages for minimally invasive procedures, but standardized clinical training pathways for junior surgeons remain poorly defined. This prospective study evaluated the feasibility and safety of integrating supervised robotic training into routine clinical practice and explored early operative performance patterns. Consecutive patients undergoing elective robotic cholecystectomy or transabdominal preperitoneal (TAPP) inguinal hernia repair between May 2025 and March 2026 were prospectively included in a structured supervised robotic training program. Procedures were performed by three junior surgeons after simulations and bedside robotic experience under direct senior supervision. Primary outcomes included perioperative safety and console takeover rates. Secondary outcomes included operative time and cumulative sum (CUSUM) analysis. A total of 126 patients were included: 103 cholecystectomies and 23 TAPP repairs. In the cholecystectomy cohort, mean operative time was 68.1 ± 18.6 min. No intraoperative complications, conversions, surgery-related postoperative complications, or 90-day mortality occurred. Console takeover occurred in 3 cases (2.9%), corresponding to autonomous completion in 97.1% of procedures. Median hospital stay was 1 day. CUSUM analysis showed heterogeneous operative performance trajectories across junior surgeons, with progressive approximation toward the predefined benchmark. TAPP repair was completed safely without adverse events. Robotic cholecystectomy appears to be a feasible and safe model for total practice-oriented training under structured supervision. Performance optimization and alignment with senior-level efficiency are safely achieved during supervised console exposure. Robotic TAPP repair showed exploratory feasibility as an adjunct training procedure.

Indexed as

CholecystectomyHernia, InguinalHerniorrhaphyLearning CurveRobotic Surgical ProceduresAdultAgedClinical CompetenceFeasibility StudiesFemaleHumansMaleMiddle AgedOperative TimeProspective StudiesCUSUM analysisLearning curveRobotic cholecystectomyRobotic surgerySurgical educationTotal practice

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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.