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A Probabilistic-Based Deep Learning Model for Skin Lesion Segmentation

The analysis and detection of skin cancer diseases from skin lesion have always been tedious when done manually. The complex nature of skin lesion images is one of the key reasons for this. The skin lesion images contain noise and artifacts such as hairs, oil and bubbles, blood vessels, and skin lin...

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Principais autores: Adekanmi Adeyinka Adegun, Serestina Viriri, Muhammad Haroon Yousaf
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2021-03-01
coleção:Applied Sciences
Assuntos:
fully convolutional networks
Gaussian kernel
conditional random fields
probabilistic model
skin cancer
segmentation
Acesso em linha:https://www.mdpi.com/2076-3417/11/7/3025
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