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Automatic lesion segmentation using atrous convolutional deep neural networks in dermoscopic skin cancer images

BACKGROUND: Melanoma is the most dangerous and aggressive form among skin cancers, exhibiting a high mortality rate worldwide. Biopsy and histopathological analysis are standard procedures for skin cancer detection and prevention in clinical settings. A significant step in the diagnosis process is t...

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Detalles Bibliográficos
Autores principales: Kaur, Ranpreet, GholamHosseini, Hamid, Sinha, Roopak, Lindén, Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9148511/
https://www.ncbi.nlm.nih.gov/pubmed/35644612
http://dx.doi.org/10.1186/s12880-022-00829-y

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