Early-Stage Melanoma Benchmark Dataset
This finding highlights the models' limited capability in detecting early-stage melanoma. This work seeks to advance the development and clinical applicability of automated melanoma diagnostic systems by providing a resource for T-category-specific analysis and supporting cross-dataset evaluation.
Authors
- Aleksandra Dzieniszewska (ORCID: https://orcid.org/0000-0001-5452-1416)
- Ryszard Piramidowicz (ORCID: https://orcid.org/0000-0002-2529-8814)
- Paweł Pietkiewicz (ORCID: https://orcid.org/0000-0001-7262-2456)
- Piotr Garbat (ORCID: https://orcid.org/0000-0003-1265-707X)
Institutions
- Warsaw University of Technology (PL)
- Centrum Medyczne iMed24 (PL)
- Leonardo Da Vinci University (PE)
Publication Details
- Journal
- Cancers
- Published
- 2025-07-26
- DOI
- https://doi.org/10.3390/cancers17152476
- Primary Topic
- Cutaneous Melanoma Detection and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Politechnika Warszawska