A shallow deep learning approach to classify skin cancer using down-scaling method to minimize time and space complexity

The complex feature characteristics and low contrast of cancer lesions, a high degree of inter-class resemblance between malignant and benign lesions, and the presence of various artifacts including hairs make automated melanoma recognition in dermoscopy images quite challenging. To date, various co...

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Detalles Bibliográficos
Autores principales: Montaha, Sidratul, Azam, Sami, Rafid, A. K. M. Rakibul Haque, Islam, Sayma, Ghosh, Pronab, Jonkman, Mirjam
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352099/
https://www.ncbi.nlm.nih.gov/pubmed/35925956
http://dx.doi.org/10.1371/journal.pone.0269826

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352099/
https://www.ncbi.nlm.nih.gov/pubmed/35925956
http://dx.doi.org/10.1371/journal.pone.0269826

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