Is histogram manipulation always beneficial when trying to improve model performance across devices? Experiments using a Meibomian gland segmentation model

Meibomian gland dysfunction (MGD) is caused by abnormalities of the meibomian glands (MG) and is one of the causes of evaporative dry eye (DED). Precise MG segmentation is crucial for MGD-related DED diagnosis because the morphological parameters of MG are of importance. Deep learning has achieved s...

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Detalles Bibliográficos
Autores principales: Deng, Xianyu, Tian, Lei, Zhang, Yinghuai, Li, Ao, Cai, Shangyu, Zhou, Yongjin, Jie, Ying
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Cell and Developmental Biology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9760981/
https://www.ncbi.nlm.nih.gov/pubmed/36544900
http://dx.doi.org/10.3389/fcell.2022.1067914

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9760981/
https://www.ncbi.nlm.nih.gov/pubmed/36544900
http://dx.doi.org/10.3389/fcell.2022.1067914

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