Transforming Medical Education Through Intelligent Tools: A Bibliometric Exploration of Digital Anatomy Teaching
Abstract
:1. Introduction
2. Materials and Methods
3. Results
3.1. Analysis of Publication and Citation Trend
3.2. Analysis of Co-Citation References
3.3. Country Productivity/Cooperation
3.4. Institutions’ Productivity and Cooperation
3.5. Authors’ Productivity and Cooperation
3.6. Co-Occurrence Keyword Analysis
3.7. Thematic Map
3.8. Trend Topics
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Journal Name | Publications | Citations | MCP |
---|---|---|---|
The FASEB Journal | 483 | 141 | 0.29 |
Anatomical Sciences Education | 184 | 9628 | 52.33 |
Surgical and Radiologic Anatomy | 43 | 621 | 14.44 |
Clinical Anatomy | 42 | 804 | 19.14 |
International Journal of Morphology | 35 | 153 | 4.37 |
Medical Physics | 32 | 1754 | 54.81 |
Medical Science Educator | 32 | 314 | 9.81 |
Physics in Medicine and Biology | 26 | 1300 | 50 |
BMC Medical Education | 23 | 684 | 29.74 |
Cureus | 20 | 224 | 11.2 |
Annals of Anatomy—Anatomischer Anzeiger | 18 | 1044 | 58 |
Journal of Physics Conference Series | 12 | 54 | 4.5 |
Journal of Anatomy | 11 | 113 | 10.27 |
Morphologie | 11 | 207 | 18.82 |
Academic Radiology | 10 | 313 | 31.3 |
British Journal of Surgery | 10 | 1 | 0.1 |
Folia Morphologica | 9 | 133 | 14.78 |
PLOS ONE | 9 | 214 | 23.78 |
Advances in Medical Education and Practice | 9 | 106 | 11.78 |
Scientific Reports | 9 | 101 | 11.22 |
Year | Faseb J | Anat Sci Educ | Surg Radiol Anat | Clin Anat | Int J Morphol | Med Phys | Med Sci Educ | Phys Med Biol | Bmc Med Educ | Cureus |
---|---|---|---|---|---|---|---|---|---|---|
2024 | 0 | 11 | 5 | 5 | 0 | 0 | 3 | 1 | 6 | 3 |
2023 | 0 | 13 | 3 | 3 | 5 | 2 | 8 | 0 | 3 | 5 |
2022 | 48 | 17 | 9 | 8 | 6 | 0 | 2 | 1 | 6 | 3 |
2021 | 44 | 12 | 5 | 5 | 1 | 1 | 3 | 1 | 0 | 3 |
2020 | 56 | 10 | 4 | 0 | 6 | 0 | 5 | 0 | 3 | 2 |
2019 | 48 | 7 | 1 | 1 | 3 | 0 | 4 | 1 | 0 | 2 |
2018 | 47 | 5 | 1 | 1 | 2 | 0 | 0 | 3 | 0 | 1 |
2017 | 58 | 10 | 3 | 0 | 4 | 1 | 3 | 0 | 0 | 0 |
2016 | 30 | 11 | 4 | 0 | 1 | 1 | 1 | 4 | 2 | 0 |
2015 | 20 | 9 | 1 | 1 | 3 | 6 | 1 | 0 | 0 | 0 |
2014 | 18 | 18 | 2 | 0 | 0 | 1 | 0 | 2 | 1 | 0 |
2013 | 25 | 16 | 0 | 1 | 0 | 4 | 2 | 0 | 0 | 0 |
2012 | 14 | 11 | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 1 |
2011 | 11 | 11 | 0 | 1 | 1 | 2 | 0 | 3 | 0 | 0 |
2010 | 13 | 7 | 1 | 0 | 0 | 2 | 0 | 0 | 0 | 0 |
2009 | 15 | 11 | 0 | 2 | 0 | 2 | 0 | 3 | 0 | 0 |
2008 | 12 | 3 | 1 | 2 | 0 | 6 | 0 | 1 | 0 | 0 |
2007 | 10 | 2 | 0 | 1 | 0 | 1 | 0 | 3 | 0 | 0 |
2006 | 14 | 0 | 2 | 5 | 2 | 0 | 0 | 2 | 1 | 0 |
2005 | 0 | 0 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 0 |
2004 | 0 | 0 | 0 | 4 | 0 | 1 | 0 | 0 | 0 | 0 |
Title | Journal | Author | Year | Citations | Total Link Strength | Ref. |
---|---|---|---|---|---|---|
The anatomy of anatomy: a review for its modernization | Anat Sci Educ | Sugand K. et al. | 2010 | 105 | 336 | (Sugand et al., 2010) |
Medical education in the anatomical sciences: the winds of change continue to blow | Anat Sci Educ | Drake R.L. et al. | 2009 | 96 | 297 | (Drake et al., 2009) |
Best teaching practices in anatomy education: A critical review | Annals of Anatomy | Estai M. et al. | 2016 | 87 | 193 | (Estai & Bunt, 2016) |
Teaching anatomy without cadavers | Medical Education | Mclachlan J.C. et al. | 2004 | 75 | 242 | (McLachlan et al., 2004) |
Anatomy in a modern medical curriculum | Annals of the Royal College of Surgeons of England | Turney, B.W. | 2007 | 72 | 187 | (Turney, 2007) |
Can virtual reality improve anatomy education? A randomised controlled study of a computer-generated three-dimensional anatomical ear model | Medical Education | Nicholson D.T. et al. | 2006 | 66 | 220 | (Nicholson et al., 2006) |
Do we need dissection in an integrated problem-based learning medical course? Perceptions of first- and second-year students | Surgical and Radiologic Anatomy | Azer S.A. et al. | 2007 | 63 | 212 | (Azer & Eizenberg, 2007) |
Anatomy teaching: ghosts of the past, present and future | Medical Education | Mclachlan J.C. et al. | 2006 | 62 | 222 | (McLachlan & Patten, 2006) |
The production of anatomical teaching resources using three-dimensional (3D) printing technology | Anat Sci Educ | McMenamin P.G. et al. | 2014 | 61 | 176 | (McMenamin et al., 2014) |
A meta-analysis of the educational effectiveness of three-dimensional visualization technologies in teaching anatomy | Anat Sci Educ | Yammine K. et al. | 2015 | 61 | 196 | (Yammine & Violato, 2015) |
How medical students learn spatial anatomy | The Lancet | Garg A.X. et al. | 2001 | 55 | 157 | (Garg et al., 2001) |
The effectiveness of virtual and augmented reality in health sciences and medical anatomy | Anat Sci Educ | Moro C. et al. | 2017 | 55 | 116 | (Moro et al., 2017) |
The human cadaver in the age of biomedical informatics | The Anatomical Record | Aziz M.A. et al. | 2002 | 54 | 195 | (Aziz et al., 2015) |
Cadaveric dissection as an educational tool for anatomical sciences in the 21st century | Anat Sci Educ | Ghosh S.K. | 2017 | 48 | 110 | (Ghosh, 2017) |
Anatomical dissection as a teaching method in medical school: a review of the evidence | Medical Education | Winkelmann A. | 2006 | 46 | 137 | (Winkelmann, 2007) |
The relative effectiveness of computer-based and traditional resources for education in anatomy | Anat Sci Educ | Khot Z. et al. | 2013 | 45 | 202 | (Khot et al., 2013) |
Use of 3D printed models in medical education: A randomized control trial comparing 3D prints versus cadaveric materials for learning external cardiac anatomy | Anat Sci Educ | Lim K.H.A. et al. | 2016 | 45 | 135 | (Lim et al., 2016) |
Web-based interactive 3D visualization as a tool for improved anatomy learning | Anat Sci Educ | Petersson H. et al. | 2009 | 43 | 107 | (Petersson et al., 2009) |
Adequacy of medical school gross anatomy education as perceived by certain postgraduate residency programs and anatomy course directors | Clinical Anatomy | Cottam W.W. | 1999 | 41 | 114 | (Cottam, 1999) |
“Let’s get physical”: advantages of a physical model over 3D computer models and textbooks in learning imaging anatomy” | Anatomical Sciences Education | Preece D. et al. | 2013 | 39 | 158 | (Preece et al., 2013) |
Country | Documents | Citations | Total Link Strength |
---|---|---|---|
United States | 727 | 13,356 | 108 |
Canada | 199 | 4246 | 43 |
United Kingdom | 145 | 4560 | 54 |
China | 117 | 1672 | 29 |
Germany | 81 | 2301 | 38 |
India | 68 | 791 | 8 |
Australia | 66 | 3225 | 18 |
Brazil | 48 | 154 | 7 |
Italy | 43 | 832 | 19 |
Japan | 41 | 721 | 13 |
France | 36 | 734 | 8 |
Netherlands | 36 | 1292 | 17 |
South Korea | 36 | 638 | 12 |
Switzerland | 35 | 1048 | 19 |
Spain | 34 | 508 | 11 |
Greece | 25 | 431 | 11 |
Indonesia | 25 | 173 | 1 |
Austria | 21 | 313 | 15 |
Poland | 18 | 230 | 5 |
Saudi Arabia | 17 | 296 | 9 |
Organization | Documents | Citations | Total Link Strength |
---|---|---|---|
Western University | 68 | 915 | 22 |
University of Colorado Anschutz Medical Campus | 33 | 46 | 7 |
McMaster University | 32 | 359 | 19 |
University of British Columbia | 32 | 111 | 2 |
Johns Hopkins University | 23 | 1880 | 10 |
West Virginia University | 22 | 86 | 6 |
Mayo Clinic | 20 | 1197 | 5 |
University of Michigan–Ann Arbor | 20 | 344 | 2 |
University of Toronto | 19 | 684 | 13 |
All India Institute of Medical Sciences | 17 | 401 | 5 |
Harvard University | 17 | 930 | 12 |
University of Florida | 17 | 1107 | 9 |
George Washington University | 15 | 346 | 6 |
National and Kapodistrian University of Athens | 15 | 268 | 9 |
Stanford University | 15 | 235 | 5 |
University of California, Los Angeles | 15 | 420 | 3 |
Oakland University | 14 | 247 | 7 |
Universidade de São Paulo | 14 | 59 | 2 |
University of California, San Francisco | 14 | 245 | 8 |
University of Iowa | 14 | 126 | 4 |
Author | Institution | Country | Publications | Citations | MCP |
---|---|---|---|---|---|
Bruce Charles Wainman | McMaster University | Canada | 30 | 350 | 11.67 |
Lisa M J Lee | University of Colorado Anschutz Medical Campus | United States | 17 | 64 | 3.76 |
Timothy D Wilson | Western University | Canada | 17 | 410 | 24.12 |
Kirsten Marie Brown | George Washington University | United States | 14 | 290 | 20.71 |
Choonsik Lee | National Cancer Institute | United States | 13 | 754 | 58 |
Majid Doroudi | University of British Columbia | Canada | 12 | 4 | 0.33 |
Kem A Rogers | Western University | Canada | 12 | 181 | 15.08 |
Danielle Brewer-Deluce | McMaster University | Canada | 12 | 26 | 2.17 |
Josh P Mitchell | McMaster University | Canada | 12 | 16 | 1.33 |
Stefanie Marie Attardi | Oakland University | United States | 12 | 328 | 27.33 |
Dimitrios G Chytas | University of Peloponnese | Greece | 10 | 31 | 3.1 |
Dzintra Kazoka | Riga Stradiņš University | Latvia | 10 | 15 | 1.5 |
Lorraine C Jadeski | University of Guelph | Canada | 10 | 3 | 0.3 |
Mara Pilmane | Riga Stradiņš University | Latvia | 10 | 15 | 1.5 |
Wojciech Pawlina | Mayo Clinic | United States | 10 | 1069 | 106.9 |
Samuel Marquez | SUNY Downstate Medical Center | United States | 9 | 3 | 0.33 |
Wesley Emmett Bolch | University of Florida | United States | 9 | 696 | 77.33 |
Glenn Michael Fox | University of Michigan–Ann Arbor | United States | 9 | 0 | - |
Danielle F Royer | University of Colorado Anschutz Medical Campus | United States | 8 | 1 | 0.13 |
Maria N Piagkou | National and Kapodistrian University of Athens | Greece | 8 | 31 | 3.88 |
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Pezzino, S.; Luca, T.; Castorina, M.; Puleo, S.; Castorina, S. Transforming Medical Education Through Intelligent Tools: A Bibliometric Exploration of Digital Anatomy Teaching. Educ. Sci. 2025, 15, 346. https://doi.org/10.3390/educsci15030346
Pezzino S, Luca T, Castorina M, Puleo S, Castorina S. Transforming Medical Education Through Intelligent Tools: A Bibliometric Exploration of Digital Anatomy Teaching. Education Sciences. 2025; 15(3):346. https://doi.org/10.3390/educsci15030346
Chicago/Turabian StylePezzino, Salvatore, Tonia Luca, Mariacarla Castorina, Stefano Puleo, and Sergio Castorina. 2025. "Transforming Medical Education Through Intelligent Tools: A Bibliometric Exploration of Digital Anatomy Teaching" Education Sciences 15, no. 3: 346. https://doi.org/10.3390/educsci15030346
APA StylePezzino, S., Luca, T., Castorina, M., Puleo, S., & Castorina, S. (2025). Transforming Medical Education Through Intelligent Tools: A Bibliometric Exploration of Digital Anatomy Teaching. Education Sciences, 15(3), 346. https://doi.org/10.3390/educsci15030346