Semi-Supervised Nests of Melanocytes Segmentation Method Using Convolutional Autoencoders

In this research, we present a semi-supervised segmentation solution using convolutional autoencoders to solve the problem of segmentation tasks having a small number of ground-truth images. We evaluate the proposed deep network architecture for the detection of nests of nevus cells in histopatholog...

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Detalles Bibliográficos
Autores principales: Kucharski, Dariusz, Kleczek, Pawel, Jaworek-Korjakowska, Joanna, Dyduch, Grzegorz, Gorgon, Marek
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146382/
https://www.ncbi.nlm.nih.gov/pubmed/32168748
http://dx.doi.org/10.3390/s20061546

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7146382/
https://www.ncbi.nlm.nih.gov/pubmed/32168748
http://dx.doi.org/10.3390/s20061546

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