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A Deep Learning Approach for Meibomian Gland Atrophy Evaluation in Meibography Images

PURPOSE: To develop a deep learning approach to digitally segmenting meibomian gland atrophy area and computing percent atrophy in meibography images. METHODS: A total of 706 meibography images with corresponding meiboscores were collected and annotated for each one with eyelid and atrophy regions....

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Detalles Bibliográficos
Autores principales: Wang, Jiayun, Yeh, Thao N., Chakraborty, Rudrasis, Yu, Stella X., Lin, Meng C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Association for Research in Vision and Ophthalmology 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6922272/
https://www.ncbi.nlm.nih.gov/pubmed/31867138
http://dx.doi.org/10.1167/tvst.8.6.37