Experimental evaluation of prototype-based deep-learning explainability on skin lesions
Resumen:
The goal of this work is two-fold. First, it evaluates the application of an explainable computer vision approach based on deep learning in the context of the medical diagnosis of skin lesions. Second, it proposes visualization tools that can be used in clinical settings to help clinicians make better informed decisions.
| 2024 | |
| Agencia Nacional de Investigación e Innovación | |
|
Healthcare Deep learning Explainability Ciencias Naturales y Exactas Ciencias de la Computación e Información |
|
| Inglés | |
| Agencia Nacional de Investigación e Innovación | |
| REDI | |
| https://hdl.handle.net/20.500.12381/3737 | |
| Acceso abierto | |
| Reconocimiento 4.0 Internacional. (CC BY) |
