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Image Search Results
Journal: Optometry and Vision Science
Article Title: Association of retinal image–based, deep learning cardiac BioAge with telomere length and cardiovascular biomarkers
doi: 10.1097/OPX.0000000000002158
Figure Lengend Snippet: Diagrammatic representation of how the deep learning model and aggregation models are integrated to produce an individual's cardiac BioAge. *CLAiR is the deep learning model that produces the baseline cardiovascular risk score and comprises a series of deep learning models that first identifies which eye is being assessed, before analyzing the retina for a variety of biomarkers as described. *K-NN = K-nearest neighbors method. BioAge = biological age.
Article Snippet: Multiple confounding risk factors and reverse causation mean that any observed associations between leukocyte telomere length and cardiovascular disease should be interpreted with caution; however, studies using Mendelian randomization provide compelling evidence for a relationship between leukocyte telomere length shortening and an increased risk of both atherosclerotic cardiovascular events and an increased risk of hypertension., , Irrespective of the mechanism by which leukocyte telomeres shorten, our findings indicate that, whether assessed by traditional biomarkers or leukocyte telomere length, our novel
Techniques:
Journal: Optometry and Vision Science
Article Title: Association of retinal image–based, deep learning cardiac BioAge with telomere length and cardiovascular biomarkers
doi: 10.1097/OPX.0000000000002158
Figure Lengend Snippet: Chronological and cardiac BioAge, categorized by mean Z -adjusted log T/S LTL ratio deciles for males and females
Article Snippet: Multiple confounding risk factors and reverse causation mean that any observed associations between leukocyte telomere length and cardiovascular disease should be interpreted with caution; however, studies using Mendelian randomization provide compelling evidence for a relationship between leukocyte telomere length shortening and an increased risk of both atherosclerotic cardiovascular events and an increased risk of hypertension., , Irrespective of the mechanism by which leukocyte telomeres shorten, our findings indicate that, whether assessed by traditional biomarkers or leukocyte telomere length, our novel
Techniques:
Journal: Optometry and Vision Science
Article Title: Association of retinal image–based, deep learning cardiac BioAge with telomere length and cardiovascular biomarkers
doi: 10.1097/OPX.0000000000002158
Figure Lengend Snippet: Mean biomarkers for individuals in the top quartile of cardiac BioAge (Q1) compared with the bottom quartile (Q4) across all telomere length deciles
Article Snippet: Multiple confounding risk factors and reverse causation mean that any observed associations between leukocyte telomere length and cardiovascular disease should be interpreted with caution; however, studies using Mendelian randomization provide compelling evidence for a relationship between leukocyte telomere length shortening and an increased risk of both atherosclerotic cardiovascular events and an increased risk of hypertension., , Irrespective of the mechanism by which leukocyte telomeres shorten, our findings indicate that, whether assessed by traditional biomarkers or leukocyte telomere length, our novel
Techniques:
Journal: Optometry and Vision Science
Article Title: Association of retinal image–based, deep learning cardiac BioAge with telomere length and cardiovascular biomarkers
doi: 10.1097/OPX.0000000000002158
Figure Lengend Snippet: Distribution of the mean biomarkers for male and female individuals in the top quartile of cardiac BioAge top quartile (TopQ) compared with the bottom quartile (BotQ), categorized by Z -adjusted log T/S leukocyte telomere length decile. BioAge = biological age.
Article Snippet: Multiple confounding risk factors and reverse causation mean that any observed associations between leukocyte telomere length and cardiovascular disease should be interpreted with caution; however, studies using Mendelian randomization provide compelling evidence for a relationship between leukocyte telomere length shortening and an increased risk of both atherosclerotic cardiovascular events and an increased risk of hypertension., , Irrespective of the mechanism by which leukocyte telomeres shorten, our findings indicate that, whether assessed by traditional biomarkers or leukocyte telomere length, our novel
Techniques: