Meibomian Gland Density: An Effective Evaluation Index of Meibomian Gland Dysfunction Based on Deep Learning and Transfer Learning

Meibomian Gland Density: An Effective Evaluation Index of Meibomian Gland Dysfunction Based on Deep Learning and Transfer Learning

We aimed to establish an artificial intelligence (AI) system based on deep learning and transfer learning for meibomian gland (MG) segmentation and evaluate the efficacy of MG density in the diagnosis of MG dysfunction (MGD). First, 85 eyes of 85 subjects were enrolled for AI system-based evaluation...

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Bibliographic Details
Main Authors: Zuhui Zhang, Xiaolei Lin, Xinxin Yu, Yana Fu, Xiaoyu Chen, Weihua Yang, Qi Dai
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Journal of Clinical Medicine
Subjects:
meibomian gland dysfunction
meibomian gland density
deep learning
transfer learning
artificial intelligence
Online Access:https://www.mdpi.com/2077-0383/11/9/2396

Internet

https://www.mdpi.com/2077-0383/11/9/2396

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