Evidence map›Paper›PMID 40640227›Full record

ArticleScientific reports2025

The impact of intraoperative optical coherence tomography on cognitive load in virtual reality vitreoretinal surgery training.

Laura Schütz, Shervin Dehghani, Michael Sommersperger, Koorosh Faridpooya, Nassir Navab

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Toward comprehensive real-time scene understanding in ophthalmic surgery through multimodal image fusion.International journal of computer assisted radiology and surgery · 2026
    Article
  3. Review
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

5 authors.

Laura SchützComputer Aided Medical Procedures and Augmented Reality, Technical University of Munich, Munich, Germany. laura.schuetz@tum.de.
Shervin DehghaniComputer Aided Medical Procedures and Augmented Reality, Technical University of Munich, Munich, Germany.
Michael SommerspergerComputer Aided Medical Procedures and Augmented Reality, Technical University of Munich, Munich, Germany.
Koorosh FaridpooyaRotterdam Eye Hospital, Rotterdam, The Netherlands.
Nassir NavabComputer Aided Medical Procedures and Augmented Reality, Technical University of Munich, Munich, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Ophthalmic surgeries consist of highly demanding microsurgical tasks that require surgeons to sustain mental focus and extreme manual dexterity for extended periods. To improve surgical precision and decision-making, intraoperative Optical Coherence Tomography (iOCT) has been integrated into surgical microscopes, offering cross-sectional imaging of anatomical tissues and instruments alongside the traditional microscopic view. While the clinical benefits of iOCT have been demonstrated across various ophthalmic procedures, the impact of this auxiliary information on the surgeon's cognitive load has not yet been explored. This work is the first study to investigate physiological and subjective cognitive load during simulated iOCT-guided retinal surgery in 17 novice users. The eye tracking capabilities of a virtual reality eye surgery simulator were used to capture blink rate and pupil diameter. Electrocardiography was used to record heart rate (HR) and heart rate variability (HRV). iOCT-guided surgery resulted in significantly higher cognitive load than traditional microscope-guided surgery, indicated by increased HR (p<0.01), HRV (p<0.05), subjective task load (p<0.001) (NASA-TLX, mental effort), and task time (p<0.001). However, our findings indicate that although iOCT initially imposed a higher cognitive load on novice users, it ultimately enhanced their depth-related targeting precision, which is crucial for improving surgical accuracy and overall outcomes in vitreoretinal surgery.

Indexed as

CognitionSurgery, Computer-AssistedTomography, Optical CoherenceVirtual RealityVitreoretinal SurgeryAdultFemaleHeart RateHumansMaleCognitive loadImage-guided surgeryOphthalmic surgeryOptical coherence tomographyPhysiological computingVirtual reality

Identifiers

PMID40640227
PMCPMC12246454

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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.