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General-Purpose Vision Models to Dermatology-Specific Foundation Models: Comparative Evaluation for Facial Skin Disease Classification

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Year: 2026
Type: preprint
Source: Research Square
DOI: 10.21203/rs.3.rs-11133435/v1
Authors: Uchenna Esther Okpete, Md Ariful Islam Mozumder, Osita Sunday Nnyigide, Haewon Byeon, Hee-Cheol Kim
Institutions: Inje University, Korea University of Technology and Education

Topic: Cutaneous Melanoma Detection and Management
Subfield: Oncology
Field: Medicine
Domain: Health Sciences
SDG: Good health and well-being

Open Access status: green

Funders: Ministry of Science and ICT, South Korea, Institute for Information and Communications Technology Promotion, Division of Human Resource Development
OpenAlex ID: W7223184243
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