DermAI 1.0: A Robust, Generalized, and Novel Attention-Enabled Ensemble-Based Transfer Learning Paradigm for Multiclass Classification of Skin Lesion Images

Skin lesion classification plays a crucial role in dermatology, aiding in the early detection, diagnosis, and management of life-threatening malignant lesions. However, standalone transfer learning (TL) models failed to deliver optimal performance. In this study, we present an attention-enabled ense...

Descripción completa

Detalles Bibliográficos
Autores principales: Sanga, Prabhav, Singh, Jaskaran, Dubey, Arun Kumar, Khanna, Narendra N., Laird, John R., Faa, Gavino, Singh, Inder M., Tsoulfas, Georgios, Kalra, Mannudeep K., Teji, Jagjit S., Al-Maini, Mustafa, Rathore, Vijay, Agarwal, Vikas, Ahluwalia, Puneet, Fouda, Mostafa M., Saba, Luca, Suri, Jasjit S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10573070/
https://www.ncbi.nlm.nih.gov/pubmed/37835902
http://dx.doi.org/10.3390/diagnostics13193159

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10573070/
https://www.ncbi.nlm.nih.gov/pubmed/37835902
http://dx.doi.org/10.3390/diagnostics13193159

Ejemplares similares