Effect of Fitzpatrick Skin Type Prompting on Diagnostic Accuracy in Multimodal Large Language Models: A Within-Image Experimental Study.

Bhagwat M, Wittles T, Tan J, Mijares J, Jairath NK, Que SKT

DOI: 10.3390/bioengineering13080932
Published: 2026 Aug 18
Container: Bioengineering (Basel, Switzerland)
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.3390/bioengineering13080932,
  title = {Effect of Fitzpatrick Skin Type Prompting on Diagnostic Accuracy in Multimodal Large Language Models: A Within-Image Experimental Study.},
  author = {Bhagwat M and Wittles T and Tan J and Mijares J and Jairath NK and Que SKT},
  year = {2026},
  journal = {Bioengineering (Basel, Switzerland)},
  doi = {10.3390/bioengineering13080932},
  url = {https://doi.org/10.3390/bioengineering13080932}
}

RIS

TY  - JOUR
TI  - Effect of Fitzpatrick Skin Type Prompting on Diagnostic Accuracy in Multimodal Large Language Models: A Within-Image Experimental Study.
AU  - Bhagwat M
AU  - Wittles T
AU  - Tan J
AU  - Mijares J
AU  - Jairath NK
AU  - Que SKT
PY  - 2026
JO  - Bioengineering (Basel, Switzerland)
DO  - 10.3390/bioengineering13080932
UR  - https://doi.org/10.3390/bioengineering13080932
ER  -

APA

M, B., T, W., J, T., J, M., NK, J., & SKT, Q. (2026). Effect of Fitzpatrick Skin Type Prompting on Diagnostic Accuracy in Multimodal Large Language Models: A Within-Image Experimental Study.. Bioengineering (Basel, Switzerland). https://doi.org/10.3390/bioengineering13080932

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pubmed · retrieved 2026-09-25T02:04:59.355Z