Evidence map›Paper›PMID 42085765›Full record

Observational studyJournal of surgical education2026

Describing What Surgeons See: Visual Orientation Strategies in Laparoscopic Cholecystectomy Across Imaging Conditions.

Taylor Quinn, Elena Lopez, Joseph C L'Huillier, John M Woodward, Manohar Golleru, Rachel Clipp, Andinet Enquobahrie, Steven D Schwaitzberg, Lora Cavuoto

Abstract readObservational Study
In one paragraph

Observational study in Journal of surgical education, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Taylor QuinnDepartment of Industrial & Systems Engineering, University at Buffalo, Buffalo, New York. Electronic address: tlquinn@buffalo.edu.
Elena LopezJacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, New York.
Joseph C L'HuillierDepartment of Surgery, University at Buffalo, Buffalo, New York.
John M WoodwardDepartment of Surgery, University at Buffalo, Buffalo, New York.
Manohar GolleruDepartment of Industrial & Systems Engineering, University at Buffalo, Buffalo, New York.
Rachel ClippKitware, Inc., Clifton Park, New York.
Andinet EnquobahrieKitware, Inc., Clifton Park, New York.
Steven D SchwaitzbergDepartment of Surgery, University at Buffalo, Buffalo, New York.
Lora CavuotoDepartment of Industrial & Systems Engineering, University at Buffalo, Buffalo, New York.

Funding

CTSA UM1 State University of New York at BuffaloUM1TR005296 · NCATS · STATE UNIVERSITY OF NEW YORK AT BUFFALO · PI Sanjay Sethi · 2025 to 2026
$8.3M
Surgical Simulator for Improving Skill Proficiency and ResilienceR01EB031808 · NIBIB · KITWARE, INC. · PI ENQUOBAHRIE, ANDINET ASMAMAW · 2021 to 2024
$2.2M
NCATS NIH HHS UM1 TR005296NIBIB NIH HHS R01 EB031808
6 · The paper itself

Abstract

objectiveThis study examines how surgeons across different expertise levels describe their visual orientation strategies under white light and fluorescence imaging using indocyanine green (ICG) dye in laparoscopic cholecystectomy.

designIn this cross-sectional observational study, participants viewed a series of laparoscopic cholecystectomy video clips under white light and fluorescence imaging with ICG dye. Participants then responded to open-ended questions regarding their viewing strategies. Responses were analyzed using latent content analysis to identify visual orientation primary and subthemes.

settingThe study was conducted at the 2025 Society of American Gastrointestinal and Endoscopic Surgeons Meeting.

participantsSeventy-one surgeons (38 attendings, 33 residents) participated in this study and were recruited from conference attendees. All participant completed the study procedures.

resultsVisual orientation was identified as a layered, dynamic process incorporating perceptual and cognitive elements. Expertise influenced the depth and focus of orientation strategies. In white light, attendings prioritized identifying critical structures (26.3%). The top subthemes included establishing spatial orientation (17.9%), focusing on the surgical target (17.9%), and assessing strategy (17.9%). Residents focused on procedural activity (27.3%), with subthemes of establishing spatial orientation (39.1%), peripheral scanning (21.7%), and identifying anatomical landmarks (13%). Under fluorescence, both attendings (56.8%) and residents (71.9%) emphasized fluorescence cues.

conclusionVisual orientation strategies varied across levels of expertise and imaging condition. Attendings demonstrated a more target-focused approach to identify critical structures, while residents relied on salient cues and peripheral landmarks. Findings reveal the need for surgical training and visual support tools aligned with surgeons' perceptual-cognitive strategies to improve situation awareness and prioritization of visual cues.

Indexed as

Cholecystectomy, LaparoscopicClinical CompetenceSurgeonsCross-Sectional StudiesFemaleHumansIndocyanine GreenInternship and ResidencyMaleOptical ImagingIndocyanine Greenfluorescence imagingperceptionsurgical expertisevideo

Identifiers

PMID42085765
PMCPMC13151993

What OpenQuestion holds

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Registered trials

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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.