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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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Detalhes bibliográficos
Publicado no:Transl Vis Sci Technol
Main Authors: Wang, Jiayun, Yeh, Thao N., Chakraborty, Rudrasis, Yu, Stella X., Lin, Meng C.
Formato: Artigo
Idioma:Inglês
Publicado em: The Association for Research in Vision and Ophthalmology 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6922272/
https://ncbi.nlm.nih.gov/pubmed/31867138
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1167/tvst.8.6.37
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