Ocular biomarkers of cognitive decline based on deep-learning retinal vessel segmentation

Ocular biomarkers of cognitive decline based on deep-learning retinal vessel segmentation

Abstract Background 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. Methods We included...

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Bibliographic Details
Main Authors: Rui Li, Ying Hui, Xiaoyue Zhang, Shun Zhang, Bin Lv, Yuan Ni, Xiaoshuai Li, Xiaoliang Liang, Ling Yang, Han Lv, Zhiyu Yin, Hongyang Li, Yingping Yang, Guangfeng Liu, Jing Li, Guotong Xie, Shouling Wu, Zhenchang Wang
Format: Article
Language:English
Published: BMC 2024-01-01
Series:BMC Geriatrics
Subjects:
Retinal microvascular parameters
Cognitive function
Deep learning segmentation
Fundus photography
Online Access:https://doi.org/10.1186/s12877-023-04593-8

Internet

https://doi.org/10.1186/s12877-023-04593-8

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