Meibomian Gland Density: An Effective Evaluation Index of Meibomian Gland Dysfunction Based on Deep...
Meibomian Gland Density: An Effective Evaluation Index of Meibomian Gland Dysfunction Based on Deep Learning and Transfer Learning
About this item
Full title
Author / Creator
Zhang, Zuhui , Lin, Xiaolei , Yu, Xinxin , Fu, Yana , Chen, Xiaoyu , Yang, Weihua and Dai, Qi
Publisher
Switzerland: MDPI AG
Journal title
Language
English
Formats
Publication information
Publisher
Switzerland: MDPI AG
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More information
Scope and Contents
Contents
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 effectiveness testing. Then, from 2420 randomly s...
Alternative Titles
Full title
Meibomian Gland Density: An Effective Evaluation Index of Meibomian Gland Dysfunction Based on Deep Learning and Transfer Learning
Authors, Artists and Contributors
Author / Creator
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Primary Identifiers
Record Identifier
TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9099803
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_9099803
Other Identifiers
ISSN
2077-0383
E-ISSN
2077-0383
DOI
10.3390/jcm11092396
