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Self-supervised semantic segmentation of retinal pigment epithelium cells in flatmount fluorescent microscopy images

MOTIVATION: Morphological analyses with flatmount fluorescent images are essential to retinal pigment epithelial (RPE) aging studies and thus require accurate RPE cell segmentation. Although rapid technology advances in deep learning semantic segmentation have achieved great success in many biomedic...

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Detalles Bibliográficos
Autores principales: Yu, Hanyi, Wang, Fusheng, Teodoro, George, Chen, Fan, Guo, Xiaoyuan, Nickerson, John M, Kong, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10139776/
https://www.ncbi.nlm.nih.gov/pubmed/37067486
http://dx.doi.org/10.1093/bioinformatics/btad191