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Three-dimensional conditional random field for the dermal–epidermal junction segmentation

The segmentation of the dermal–epidermal junction (DEJ) in in vivo confocal images represents a challenging task due to uncertainty in visual labeling and complex dependencies between skin layers. We propose a method to segment the DEJ surface, which combines random forest classification with spatia...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Robic, Julie, Perret, Benjamin, Nkengne, Alex, Couprie, Michel, Talbot, Hugues
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6487290/
https://ncbi.nlm.nih.gov/pubmed/31065567
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.6.2.024003
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