Dermo-Seg: ResNet-UNet Architecture and Hybrid Loss Function for Detection of Differential Patterns to Diagnose Pigmented Skin Lesions

Convolutional neural network (CNN) models have been extensively applied to skin lesions segmentation due to their information discrimination capabilities. However, CNNs’ struggle to capture the connection between long-range contexts when extracting deep semantic features from lesion images, resultin...

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Detalles Bibliográficos
Autores principales: Arshad, Sannia, Amjad, Tehmina, Hussain, Ayyaz, Qureshi, Imran, Abbas, Qaisar
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10527859/
https://www.ncbi.nlm.nih.gov/pubmed/37761291
http://dx.doi.org/10.3390/diagnostics13182924

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10527859/
https://www.ncbi.nlm.nih.gov/pubmed/37761291
http://dx.doi.org/10.3390/diagnostics13182924

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