ReSet: A Residual Set-Transformer approach to tackle the ugly-duckling sign in melanoma detection
Published in 2024 IEEE International Conference on Image Processing (ICIP), 2024
We introduce ReSeT (Residual Set-Transformer), a novel approach to address the Ugly-Duckling Sign in melanoma detection. By comparing skin lesions within patients, our model effectively increases accuracy while remaining simple and lightweight, making it generalizable for other applications.
Recommended citation: J. Collenne, R. Iguernaissi, S. Dubuisson, D. Merad (2024). "ReSet: A Residual Set-Transformer approach to tackle the ugly-duckling sign in melanoma detection." International Conference on Image Processing. ICIP 2024. Abu Dhabi, UAE.