A Novel Meibomian Gland Morphology Analytic System Based on a Convolutional Neural Network

A Novel Meibomian Gland Morphology Analytic System Based on a Convolutional Neural Network

Meibomian glands dysfunction (MGD) is the main cause of dry eyes. Biological parameters of meibomian gland (MG) such as height, tortuosity and the degree of atrophy are closely related to its function. However, Thus, an effective quantitative diagnostic tool is needed for clinical diagnosis. Automat...

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Bibliographic Details
Main Authors: Qi Dai, Xinyi Liu, Xiaolei Lin, Yana Fu, Chaoqiao Chen, Xinxin Yu, Zuhui Zhang, Tiankun Li, Mengting Liu, Weihua Yang, Juan Ye
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Deep learning
convolutional neural network (CNN)
meibomian gland dysfunction (MGD)
meibography
Online Access:https://ieeexplore.ieee.org/document/9343837/

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