Towards Skin Lesion Classification Using Machine Learning Algorithms and Stokes Imaging Polarimetry
Melanoma, the deadliest skin cancer, demands enhanced detection methods. A handheld device integrating polarimetric imaging and machine learning for lesion classification via the ABCDE method is proposed. Preliminary results indicate potential for improved diagnostic capabilities. © 2024 IEEE
Authors
- Geminiano Martínez‐Ponce (ORCID: https://orcid.org/0000-0002-2097-4756)
- Oscar I. Rodríguez-Cortés
Publication Details
- Published
- 2024-08-04
- DOI
- https://doi.org/10.1109/cleo-pr60912.2024.10676598
- Primary Topic
- Optical Polarization and Ellipsometry
- Type
- article
- Field-Weighted Citation Impact
- 0.00