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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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Foilsithe in:Sensors (Basel)
Main Authors: Kucharski, Dariusz, Kleczek, Pawel, Jaworek-Korjakowska, Joanna, Dyduch, Grzegorz, Gorgon, Marek
Formáid: Artigo
Teanga:Inglês
Foilsithe: MDPI 2020
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC7146382/
https://ncbi.nlm.nih.gov/pubmed/32168748
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20061546
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