AI sees beyond humans: automated diagnosis of myopia based on peripheral refraction map using interp...
AI sees beyond humans: automated diagnosis of myopia based on peripheral refraction map using interpretable deep learning
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Author / Creator
Tang, Yong , Lin, Zhenghua , Zhou, Linjing , Wang, Weijia , Wen, Longbo , Zhou, Yongli , Ge, Zongyuan , Chen, Zhao , Dai, Weiwei , Yang, Zhikuan , Tang, He and Lan, Weizhong
Publisher
Cham: Springer International Publishing
Journal title
Language
English
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Publication information
Publisher
Cham: Springer International Publishing
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Scope and Contents
Contents
The question of whether artificial intelligence (AI) can surpass human capabilities is crucial in the application of AI in clinical medicine. To explore this, an interpretable deep learning (DL) model was developed to assess myopia status using retinal refraction maps obtained with a novel peripheral refractor. The DL model demonstrated promising p...
Alternative Titles
Full title
AI sees beyond humans: automated diagnosis of myopia based on peripheral refraction map using interpretable deep learning
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_1ed2b763e6624eaca496459805b986f4
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_1ed2b763e6624eaca496459805b986f4
Other Identifiers
ISSN
2196-1115
E-ISSN
2196-1115
DOI
10.1186/s40537-024-00989-4
