ReviewDiagnostics (Basel, Switzerland)2023
Virtual Versus Light Microscopy Usage among Students: A Systematic Review and Meta-Analytic Evidence in Medical Education.
Review in Diagnostics (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 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
16 citing papers in PubMed.
- A contemporary revision of the undergraduate oral and maxillofacial pathology syllabus and best practice recommendations.British dental journal · 2026Article
- Introducing virtual microscopy at the University of Ghana during the COVID-19 pandemic-Identifying and overcoming obstacles in a low-resource learning environment.Anatomical sciences education · 2026Article
- Enhancing histology education: Iranian medical students' experience with eHistoLab web-application virtual microscopy.BMC medical education · 2026Article
- VirtuScope: development of a high-fidelity virtual microscope simulation system for histology education.BMC medical education · 2026Article
- Blended and digital approaches in histology and pathology teaching: A scoping review.Anatomical sciences education · 2026Article
- Developing a smart and scalable tool for histopathological education-PATe 2.0.Journal of pathology informatics · 2026Article
- Effectiveness of a 5G Local Area Network-Based Digital Microscopy Interactive System: Quasi-Experimental Design.JMIR medical education · 2025Article
- Whole slide imaging for rapid treatment decision-making and education in renal pathology.Clinical and experimental nephrology · 2025Article
- The evolving landscape of oral biology education: a comparative study of teaching strategies.BMC medical education · 2025Article
- QuPath Edu and OpenMicroanatomy: Open-source virtual microscopy tools for medical education.Journal of anatomy · 2025Article
- Innovative approach for the qualitative-quantitative assessment of neurodevelopment biomarkers research in placenta tissue using immunohistochemistry digital image analysis.Biology methods & protocols · 2025Article
- Microscopy without a microscope? Opportunities and limitations of dental studies in anatomy during the COVID-19 pandemic in Germany.MedEdPublish (2016) · 2025Article
- A slide into obscurity? The current state of histology education in Australian and Aotearoa New Zealand medical curricula in 2022-2023.Anatomical sciences education · 2024Article
- Comparison of light microscopy and digital microscopy for learning oral pathology practicals among second year dental students.Journal of dental sciences · 2024Article
- Pathology students' perceptions of virtual learning: A case study of students in Saudi Arabia.PloS one · 2024Article
- Technology-Enhanced Preclinical Medical Education (Anatomy, Histology and Occasionally, Biochemistry): A Practical Guide.Advances in experimental medicine and biology · 2023Article
Corrections and comments
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Authors and funding
17 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe usage of whole-slide images has recently been gaining a foothold in medical education, training, and diagnosis.
objectivesThe first objective of the current study was to compare academic performance on virtual microscopy (VM) and light microscopy (LM) for learning pathology, anatomy, and histology in medical and dental students during the COVID-19 period. The second objective was to gather insight into various applications and usage of such technology for medical education. MATERIALS AND
methodsUsing the keywords "virtual microscopy" or "light microscopy" or "digital microscopy" and "medical" and "dental" students, databases (PubMed, Embase, Scopus, Cochrane, CINAHL, and Google Scholar) were searched. Hand searching and snowballing were also employed for article searching. After extracting the relevant data based on inclusion and execution criteria, the qualitative data were used for the systematic review and quantitative data were used for meta-analysis. The Newcastle Ottawa Scale (NOS) scale was used to assess the quality of the included studies. Additionally, we registered our systematic review protocol in the prospective register of systematic reviews (PROSPERO) with registration number CRD42020205583.
resultsA total of 39 studies met the criteria to be included in the systematic review. Overall, results indicated a preference for this technology and better academic scores. Qualitative analyses reported improved academic scores, ease of use, and enhanced collaboration amongst students as the top advantages, whereas technical issues were a disadvantage. The performance comparison of virtual versus light microscopy meta-analysis included 19 studies. Most (10/39) studies were from medical universities in the USA. VM was mainly used for teaching pathology courses (25/39) at medical schools (30/39). Dental schools (10/39) have also reported using VM for teaching microscopy. The COVID-19 pandemic was responsible for the transition to VM use in 17/39 studies. The pooled effect size of 19 studies significantly demonstrated higher exam performance (SMD: 1.36 [95% CI: 0.75, 1.96],
conclusionsThe results of qualitative and quantitative analyses show that VM technology and digitization of glass slides enhance the teaching and learning of microscopic aspects of disease. Additionally, the COVID-19 global health crisis has produced many challenges to overcome from a macroscopic to microscopic scale, for which modern virtual technology is the solution. Therefore, medical educators worldwide should incorporate newer teaching technologies in the curriculum for the success of the coming generation of health-care professionals.
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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.