ArticleFrontiers in human neuroscience2021
Associations Between Binocular Depth Perception and Performance Gains in Laparoscopic Skill Acquisition.
Article in Frontiers in human neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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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
6 citing papers in PubMed, 5 citations in OpenAlex.
- Assessment of Augmented Reality Glasses for Spatial Tracking and Intraoperative Annotation in Veterinary Surgery.bioRxiv : the preprint server for biology · 2025Article
- Laparoscopy in pediatric urology: from inception to innovation - a comprehensive review.Annals of medicine and surgery (2012) · 2025Review
- Evaluation of visual ergonomics in microsurgery: a real-time video processing solution.Acta neurochirurgica · 2025Article
- Indocyanine green fluorescence navigation with 4K overlay vs. conventional laparoscopic liver resection: a propensity score-matched analysis (liver-light study).Surgical endoscopy · 2025Article
- Three-dimensional endoscopy in lumbar spine surgery as a novel approach for degenerative pathologies: a case report.Journal of surgical case reports · 2024Article
- A Comparative Study of MR-Guided Needle Insertion for Surgical Procedures: Insights From HoloLens 2, Magic Leap 2 and Apple Vision Pro.Healthcare technology lettersArticle
Corrections and comments
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Authors and funding
9 authors at 4 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The ability to perceive differences in depth is important in many daily life situations. It is also of relevance in laparoscopic surgical procedures that require the extrapolation of three-dimensional visual information from two-dimensional planar images. Besides visual-motor coordination, laparoscopic skills and binocular depth perception are demanding visual tasks for which learning is important. This study explored potential relations between binocular depth perception and individual variations in performance gains during laparoscopic skill acquisition in medical students naïve of such procedures. Individual differences in perceptual learning of binocular depth discrimination when performing a random dot stereogram (RDS) task were measured as variations in the slope changes of the logistic disparity psychometric curves from the first to the last blocks of the experiment. The results showed that not only did the individuals differ in their depth discrimination; the extent with which this performance changed across blocks also differed substantially between individuals. Of note, individual differences in perceptual learning of depth discrimination are associated with performance gains from laparoscopic skill training, both with respect to movement speed and an efficiency score that considered both speed and precision. These results indicate that learning-related benefits for enhancing demanding visual processes are, in part, shared between these two tasks. Future studies that include a broader selection of task-varying monocular and binocular cues as well as visual-motor coordination are needed to further investigate potential mechanistic relations between depth perceptual learning and laparoscopic skill acquisition. A deeper understanding of these mechanisms would be important for applied research that aims at designing behavioral interventions for enhancing technology-assisted laparoscopic skills.
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