Ocular biomarkers of cognitive decline based on deep-learning retinal vessel segmentation
Ocular biomarkers of cognitive decline based on deep-learning retinal vessel segmentation
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Author / Creator
Li, Rui , Hui, Ying , Zhang, Xiaoyue , Zhang, Shun , Lv, Bin , Ni, Yuan , Li, Xiaoshuai , Liang, Xiaoliang , Yang, Ling , Lv, Han , Yin, Zhiyu , Li, Hongyang , Yang, Yingping , Liu, Guangfeng , Li, Jing , Xie, Guotong , Wu, Shouling and Wang, Zhenchang
Publisher
England: BioMed Central Ltd
Journal title
Language
English
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Publisher
England: BioMed Central Ltd
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Scope and Contents
Contents
The current literature shows a strong relationship between retinal neuronal and vascular alterations in dementia. The purpose of the study was to use NFN+ deep learning models to analyze retinal vessel characteristics for cognitive impairment (CI) recognition.
We included 908 participants from a community-based cohort followed for over 15 years...
Alternative Titles
Full title
Ocular biomarkers of cognitive decline based on deep-learning retinal vessel segmentation
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_b3a1d321d47b4d67802fe70b578f5573
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_b3a1d321d47b4d67802fe70b578f5573
Other Identifiers
ISSN
1471-2318
E-ISSN
1471-2318
DOI
10.1186/s12877-023-04593-8
