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A Deep Learning Model for Automated Sub-Basal Corneal Nerve Segmentation and Evaluation Using In Vivo Confocal Microscopy

PURPOSE: The purpose of this study was to establish a deep learning model for automated sub-basal corneal nerve fiber (CNF) segmentation and evaluation with in vivo confocal microscopy (IVCM). METHODS: A corneal nerve segmentation network (CNS-Net) was established with convolutional neural networks...

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Detalles Bibliográficos
Autores principales: Wei, Shanshan, Shi, Faqiang, Wang, Yuexin, Chou, Yilin, Li, Xuemin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7414615/
https://www.ncbi.nlm.nih.gov/pubmed/32832205
http://dx.doi.org/10.1167/tvst.9.2.32