SynthesisBMC medical education2024
3D visualization technology for Learning human anatomy among medical students and residents: a meta- and regression analysis.
Synthesis in BMC medical education, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
What it found
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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.
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.
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Who cites it
18 citing papers in PubMed.
- Effectiveness of a generative AI-powered digital tutor integrated with a knowledge graph in anatomy education for nursing students: a randomized controlled trial.BMC medical education · 2026Trial
- Enhancing the clinical understanding of scaphoid nonunion treatment with a 1,2-ICSRA vascularized graft through 3D digital anatomy: a randomized controlled trial for medical students.BMC medical education · 2026Trial
- Evaluation of glasses-free 3D anatomy learning materials through a randomized control study with a puzzle-like method.Anatomical sciences education · 2025Trial
- Enhancing medical education for undergraduates: integrating virtual reality and case-based learning for shoulder joint.BMC medical education · 2024Trial
- Comparative Analysis of Dental Anatomy Teaching Modalities' Effect on Preclinical Operative Psychomotor Performance.Journal of dental education · 2026Article
- Cinematic Rendering of Brain Magnetic Resonance Imaging: Photorealistic Visualization of Normal Neuroanatomy and Primary Brain Tumors.The Eurasian journal of medicine · 2026Article
- Adoption and Integration of "Complete Anatomy" in Early-Year Medical Education: Student and Staff Perspectives.Clinical anatomy (New York, N.Y.) · 2026Article
- Bias, representation, and clinical fidelity in AI-generated images for medical education: a systematic literature review.NPJ digital medicine · 2026Article
- Medical student's perceptions of modern educational technologies in anatomy at VinUniversity, Vietnam: a cross-sectional study.BMC medical education · 2026Article
- Implementing virtual reality based surgical topographic anatomy for the education of medical students: a pilot study.BMC medical education · 2026Article
- Bridging the gap: a survey of resident physicians' needs for cross-sectional anatomy education and a collaborative teaching framework.BMC medical education · 2026Article
- Article
- A global overview of anatomical science education and its present and future role in biomedical curricula.Anatomical sciences education · 2026Review
- Benefit of virtual reality during visceral artery aneurysms open and endovascular surgery planning.Journal of vascular surgery cases and innovative techniques · 2025Article
- Use of Virtual Technology in Teaching Human Anatomy in Medical Schools: A Systematic Review.Cureus · 2025Review
- From Brain Lobes to Neurons: Navigating the Brain Using Advanced 3D Modeling and Visualization Tools.Journal of imaging · 2025Article
- Enhancing Clinical Medical Education Through Hand Gesture Analogy Teaching: A Narrative Review.Cureus · 2024Review
- Next Dimension Medical Education: A Pilot Study Exploring Virtual Reality in Head and Neck Anatomy.OTO openArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
background3D visualization technology applies computers and other devices to create a realistic virtual world for individuals with various sensory experiences such as 3D vision, touch, and smell to gain a more effective understanding of the relationships between real spatial structures and organizations. The purpose of this study was to comprehensively evaluate the effectiveness of 3D visualization technology in human anatomy teaching/training and explore the potential factors that affect the training effects to better guide the teaching of classroom/laboratory anatomy.
methodsWe conducted a meta-analysis of randomized controlled studies on teaching human anatomy using 3D visualization technology. We extensively searched three authoritative databases, PubMed, Web of Science, and Embase; the main outcomes were the participants' test scores and satisfaction, while the secondary outcomes were time consumption and enjoyment. Heterogeneity by I² was statistically determined because I²> 50%; therefore, a random-effects model was employed, using data processing software such as RevMan, Stata, and VOSviewer to process data, apply standardized mean difference and 95% confidence interval, and subgroup analysis to evaluate test results, and then conduct research through sensitivity analysis and meta-regression analysis.
resultsThirty-nine randomized controlled trials (2,959 participants) were screened and included in this study. The system analysis of the main results showed that compared with other methods, including data from all regions 3D visualization technology moderately improved test scores as well as satisfaction and enjoyment; however, the time that students took to complete the test was not significantly reduced. Meta-regression analysis also showed that regional factorsaffected test scores, whereas other factors had no significant impact. When the literature from China was excluded, the satisfaction and happiness of the 3D virtual-reality group were statistically significant compared to those of the traditional group; however, the test results and time consumption were not statistically significant.
conclusion3D visualization technology is an effective way to improve learners' satisfaction with and enjoyment of human anatomical learning, but it cannot reduce the time required for testers to complete the test. 3D visualization technology may struggle to improve the testers' scores. The literature test results from China are more prone to positive results and affected by regional bias.
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Registered trials
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.