Generative skin-tone augmentation reduces Fitzpatrick skin type disparities in skin tumor classification

Gyeonghoon Kim, Doa Kim, Jiwon Hwang, Kanghoun Lee, Changhyun Park, Seonggyu Jegal, Messay Tesfaye, Ik Jun Moon, Namkug Kim

Open source

DOI
10.1016/j.jid.2026.07.027
Published
2026-08
Container
Journal of Investigative Dermatology
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.jid.2026.07.027,
  title = {Generative skin-tone augmentation reduces Fitzpatrick skin type disparities in skin tumor classification},
  author = {Gyeonghoon Kim and Doa Kim and Jiwon Hwang and Kanghoun Lee and Changhyun Park and Seonggyu Jegal and Messay Tesfaye and Ik Jun Moon and Namkug Kim},
  year = {2026},
  journal = {Journal of Investigative Dermatology},
  doi = {10.1016/j.jid.2026.07.027},
  url = {https://doi.org/10.1016/j.jid.2026.07.027}
}

RIS

TY  - JOUR
TI  - Generative skin-tone augmentation reduces Fitzpatrick skin type disparities in skin tumor classification
AU  - Gyeonghoon Kim
AU  - Doa Kim
AU  - Jiwon Hwang
AU  - Kanghoun Lee
AU  - Changhyun Park
AU  - Seonggyu Jegal
AU  - Messay Tesfaye
AU  - Ik Jun Moon
AU  - Namkug Kim
PY  - 2026
JO  - Journal of Investigative Dermatology
DO  - 10.1016/j.jid.2026.07.027
UR  - https://doi.org/10.1016/j.jid.2026.07.027
ER  - 

APA

Kim, G., Kim, D., Hwang, J., Lee, K., Park, C., Jegal, S., Tesfaye, M., Moon, I. J., & Kim, N. (2026). Generative skin-tone augmentation reduces Fitzpatrick skin type disparities in skin tumor classification. Journal of Investigative Dermatology. https://doi.org/10.1016/j.jid.2026.07.027

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