Melan-Dx: a knowledge-enhanced vision-language framework improves differential diagnosis of melanocytic neoplasm pathology
Crossref DOI link: https://doi.org/10.1038/s41746-026-02357-3
Published Online: 2026-01-20
Update policy: https://doi.org/10.1007/springer_crossmark_policy
Yao, Jialu
Li, Songhao
Liang, Peixian
Xu, Xiaowei
Elder, David
Huang, Zhi
Text and Data Mining valid from 2026-01-20
Version of Record valid from 2026-02-17
Article History
Received: 20 August 2025
Accepted: 8 January 2026
First Online: 20 January 2026
Competing interests
: The authors declare no competing interests.