Current state and future opportunities in applying visual analytics in medical education: a scoping review

Scott Vennemeyer, Andy Gao, Gargi Rajput, Daniel J Schumacher, Brad Sobolewski, Melissa D Klein, Umberto Tachinardi, Mark H Eckman, Eric J Warm, Danny T Y Wu

Open source

DOI: 10.1093/acamed/wvag291
Published: 2026-09-22
Container: Academic Medicine
Publisher: Oxford University Press (OUP)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1093/acamed/wvag291,
  title = {Current state and future opportunities in applying visual analytics in medical education: a scoping review},
  author = {Scott Vennemeyer and Andy Gao and Gargi Rajput and Daniel J Schumacher and Brad Sobolewski and Melissa D Klein and Umberto Tachinardi and Mark H Eckman and Eric J Warm and Danny T Y Wu},
  year = {2026},
  journal = {Academic Medicine},
  doi = {10.1093/acamed/wvag291},
  url = {https://doi.org/10.1093/acamed/wvag291}
}

RIS

TY  - JOUR
TI  - Current state and future opportunities in applying visual analytics in medical education: a scoping review
AU  - Scott Vennemeyer
AU  - Andy Gao
AU  - Gargi Rajput
AU  - Daniel J Schumacher
AU  - Brad Sobolewski
AU  - Melissa D Klein
AU  - Umberto Tachinardi
AU  - Mark H Eckman
AU  - Eric J Warm
AU  - Danny T Y Wu
PY  - 2026
JO  - Academic Medicine
DO  - 10.1093/acamed/wvag291
UR  - https://doi.org/10.1093/acamed/wvag291
ER  -

APA

Vennemeyer, S., Gao, A., Rajput, G., Schumacher, D. J., Sobolewski, B., Klein, M. D., Tachinardi, U., Eckman, M. H., Warm, E. J., & Wu, D. T. Y. (2026). Current state and future opportunities in applying visual analytics in medical education: a scoping review. Academic Medicine. https://doi.org/10.1093/acamed/wvag291

Source records

crossref · retrieved 2026-09-26T05:13:16.996Z