Dermacen analytica: A novel methodology integrating multi-modal large language models with machine learning in dermatology
This study serves as a proof of concept for the application of AI in dermatology, highlighting its potential to enhance the patient journey for which we approximate the value of such interventions in healthcare using graph theory with an associated cost-optimization objective function.
Authors
- George A. Tsihrintzis (ORCID: https://orcid.org/0000-0002-2716-4035)
- Maria Virvou (ORCID: https://orcid.org/0000-0002-4008-4654)
- Evridiki Tsoureli‐Nikita
- Dimitrios P. Panagoulias (ORCID: https://orcid.org/0000-0002-9421-141X)
Institutions
- University of Piraeus (GR)
- National and Kapodistrian University of Athens (GR)
Publication Details
- Journal
- International Journal of Medical Informatics
- Published
- 2025-03-27
- DOI
- https://doi.org/10.1016/j.ijmedinf.2025.105898
- Citations
- 22
- Primary Topic
- AI in cancer detection
- Type
- article
- Field-Weighted Citation Impact
- 54.58
Funders
- University of Piraeus Research Centre