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Normalized Blood Flow Index in Optical Coherence Tomography Angiography Provides a Sensitive Biomarker of Early Diabetic Retinopathy

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1001/jama.2010.1111openalex-snapshot
Prevalence of Diabetic Retinopathy in the United States, 2005-2008
inferredcites →https://doi.org/10.1001/jamanetworkopen.2019.19469openalex-snapshot
Quantitative Microvascular Analysis With Wide-Field Optical Coherence Tomography Angiography in Eyes With Diabetic Retinopathy
inferredcites →https://doi.org/10.1001/jamaophthalmol.2014.3616openalex-snapshot
Retinal Vascular Layers Imaged by Fluorescein Angiography and Optical Coherence Tomography Angiography
inferredcites →https://doi.org/10.1001/jamaophthalmol.2015.2225openalex-snapshot
Optical Coherence Tomography Angiography of the Peripapillary Retina in Glaucoma
inferredcites →https://doi.org/10.1001/jamaophthalmol.2018.2257openalex-snapshot
Automated Quantification of Nonperfusion Areas in 3 Vascular Plexuses With Optical Coherence Tomography Angiography in Eyes of Patients With Diabetes
inferredcites →https://doi.org/10.1016/j.ajo.2015.12.023openalex-snapshot
Macular Microangiopathy in Sickle Cell Disease Using Optical Coherence Tomography Angiography
inferredcites →https://doi.org/10.1016/j.ajo.2019.01.012openalex-snapshot
Earliest Evidence of Preclinical Diabetic Retinopathy Revealed Using Optical Coherence Tomography Angiography Perfused Capillary Density
inferredcites →https://doi.org/10.1016/j.diabres.2009.10.007openalex-snapshot
Global estimates of the prevalence of diabetes for 2010 and 2030
inferredcites →https://doi.org/10.1034/j.1600-0420.2000.078004374.xopenalex-snapshot
Screening and prevention of diabetic blindness
inferredcites →https://doi.org/10.1038/s41433-018-0286-xopenalex-snapshot
Optical coherence tomography angiography characteristics in diabetic patients without clinical diabetic retinopathy
inferredcites →https://doi.org/10.1038/s41598-020-71908-9openalex-snapshot
Global, regional, and national burden and trend of diabetes in 195 countries and territories: an analysis from 1990 to 2025
inferredcites →https://doi.org/10.1038/s41598-021-84067-2openalex-snapshot
Association of changes of retinal vessels diameter with ocular blood flow in eyes with diabetic retinopathy
inferredcites →https://doi.org/10.1097/iae.0000000000000765openalex-snapshot
IMAGE ARTIFACTS IN OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY
inferredcites →https://doi.org/10.1097/iae.0000000000001230openalex-snapshot
CORRELATION OF MULTIMODAL IMAGING IN SICKLE CELL RETINOPATHY
inferredcites →https://doi.org/10.1097/iae.0000000000001628openalex-snapshot
BIOMARKERS OF NEOVASCULAR ACTIVITY IN AGE-RELATED MACULAR DEGENERATION USING OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY
inferredcites →https://doi.org/10.1097/iae.0000000000002373openalex-snapshot
QUANTITATIVE OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY FEATURES FOR OBJECTIVE CLASSIFICATION AND STAGING OF DIABETIC RETINOPATHY
inferredcites →https://doi.org/10.1097/iae.0000000000002874openalex-snapshot
VASCULAR COMPLEXITY ANALYSIS IN OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY OF DIABETIC RETINOPATHY
inferredcites →https://doi.org/10.1111/dme.14425openalex-snapshot
Trends in diabetic retinopathy screening attendance and associations with vision impairment attributable to diabetes in a large nationwide cohort
inferredcites →https://doi.org/10.1111/dme.v38.4openalex-snapshot
inferredcites →https://doi.org/10.1111/opo.12131openalex-snapshot
When to use the B onferroni correction
inferredcites →https://doi.org/10.1117/1.jbo.21.8.086015openalex-snapshot
Calibration of optical coherence tomography angiography with a microfluidic chip
inferredcites →https://doi.org/10.1136/bmj.305.6855.678openalex-snapshot
Retinal blood flow in diabetic retinopathy.
inferredcites →https://doi.org/10.1159/000495624openalex-snapshot
Implication of Deep-Vascular-Layer Alteration Detected by Optical Coherence Tomography Angiography for the Pathogenesis of Diabetic Retinopathy
inferredcites →https://doi.org/10.1167/iovs.16-19776openalex-snapshot
Automated Quantification of Nonperfusion in Three Retinal Plexuses Using Projection-Resolved Optical Coherence Tomography Angiography in Diabetic Retinopathy
inferredcites →https://doi.org/10.1167/iovs.17-22523openalex-snapshot
Regional Patterns of Retinal Oxygen Saturation and Microvascular Hemodynamic Parameters Preceding Retinopathy in Patients With Type II Diabetes
inferredcites →https://doi.org/10.1167/iovs.18-24142openalex-snapshot
Statistical Model of Optical Coherence Tomography Angiography Parameters That Correlate With Severity of Diabetic Retinopathy
inferredcites →https://doi.org/10.1167/iovs.63.2.19openalex-snapshot
OCTA Derived Vessel Skeleton Density Versus Flux and Their Associations With Systemic Determinants of Health
inferredcites →https://doi.org/10.1167/tvst.10.9.5openalex-snapshot
Optical Coherence Tomography Angiography–Derived Flux As a Measure of Physiological Changes in Retinal Capillary Blood Flow
inferredcites →https://doi.org/10.1167/tvst.7.6.21openalex-snapshot
Diagnostic Performance of Macular Versus Peripapillary Vessel Parameters by Optical Coherence Tomography Angiography for Glaucoma
inferredcites →https://doi.org/10.1167/tvst.9.2.35openalex-snapshot
Transfer Learning for Automated OCTA Detection of Diabetic Retinopathy
inferredcites →https://doi.org/10.1177/1535370219899893openalex-snapshot
Quantitative optical coherence tomography angiography: A review
inferredcites →https://doi.org/10.1177/2515841419897459openalex-snapshot
Quantitative analysis of optical coherence tomography angiography metrics in diabetic retinopathy
inferredcites →https://doi.org/10.1186/s40942-015-0005-8openalex-snapshot
A review of optical coherence tomography angiography (OCTA)
inferredcites →https://doi.org/10.1364/boe.10.002493openalex-snapshot
Fully automated geometric feature analysis in optical coherence tomography angiography for objective classification of diabetic retinopathy
inferredcites →https://doi.org/10.1364/boe.7.002709openalex-snapshot
Characterizing relationship between optical microangiography signals and capillary flow using microfluidic channels
inferredcites →https://doi.org/10.18240/ijo.2017.10.11openalex-snapshot
Foveal avascular zone area and parafoveal vessel density measurements in different stages of diabetic retinopathy by optical coherence tomography angiography
inferredcites →https://doi.org/10.4239/wjd.v6.i3.489openalex-snapshot
Diabetic retinopathy - ocular complications of diabetes mellitus

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4650585openalex-extracted
inferred← citeshttps://doi.org/10.1007/s00592-024-02238-9openalex-snapshot
OCT angiography 2023 update: focus on diabetic retinopathy
inferred← citeshttps://doi.org/10.1016/j.exer.2025.110815openalex-snapshot
Retinal microvascular biomarkers for cardiovascular risk stratification: Insights from OCTA and AI
inferred← citeshttps://doi.org/10.1038/s44172-024-00173-9openalex-snapshot
Deep learning-based optical coherence tomography angiography image construction using spatial vascular connectivity network
inferred← citeshttps://doi.org/10.1109/tbme.2025.3612332openalex-snapshot
Freqformer: Frequency-Domain Transformer for 3-D Reconstruction and Quantification of Human Retinal Vasculature
inferred← citeshttps://doi.org/10.1117/1.jbo.30.5.056005openalex-snapshot
Deep learning segmentation of periarterial and perivenous capillary-free zones in optical coherence tomography angiography
inferred← citeshttps://doi.org/10.1167/iovs.65.10.20openalex-snapshot
Differential Capillary and Large Vessel Analysis Improves OCTA Classification of Diabetic Retinopathy
inferred← citeshttps://doi.org/10.1167/iovs.65.14.21openalex-snapshot
Early Diabetic Retinopathy Evaluation With OCTA: A Study on Vascular Branching and Fragmentation
inferred← citeshttps://doi.org/10.1167/tvst.13.8.32openalex-snapshot
Potential Diagnostic Biomarkers of tRNA-Derived Small RNAs in PBMCs for Nonproliferative Diabetic Retinopathy in Patients With Type 2 Diabetes Mellitus
inferred← citeshttps://doi.org/10.1167/tvst.15.7.3openalex-snapshot
Explicit Inclusion of Diabetes Mellitus Without Retinopathy Within Diabetic Retinopathy Prediction
inferred← citeshttps://doi.org/10.1177/15353702231181182openalex-snapshot
Deep learning for artery–vein classification in optical coherence tomography angiography
inferred← citeshttps://doi.org/10.1364/boe.495627openalex-snapshot
OCT angiography and its retinal biomarkers [Invited]
inferred← citeshttps://doi.org/10.1364/boe.495999openalex-snapshot
Optimizing the OCTA layer fusion option for deep learning classification of diabetic retinopathy
inferred← citeshttps://doi.org/10.1364/boe.504317openalex-snapshot
Adaptive vessel tracing and segmentation in OCT enables the robust detection of wall-to-lumen ratio abnormalities in 5xFAD mice
inferred← citeshttps://doi.org/10.1364/boe.521657openalex-snapshot
Differential artery-vein analysis improves the OCTA classification of diabetic retinopathy
inferred← citeshttps://doi.org/10.1364/boe.537727openalex-snapshot
OCTA-ReVA: an open-source toolbox for comprehensive retinal vessel feature analysis in optical coherence tomography angiography
inferred← citeshttps://doi.org/10.1364/boe.557748openalex-snapshot
Differential artery-vein analysis in OCTA for predicting the anti-VEGF treatment outcome of diabetic macular edema
inferred← citeshttps://doi.org/10.1364/boe.575416openalex-snapshot
OCTA-ReVA + AV : an open-source toolbox for retinal artery–vein segmentation and analysis in OCT angiography
inferred← citeshttps://doi.org/10.1364/opticaopen.23639007.v1openalex-snapshot
Optimizing OCTA layer fusion option for deep learning classification of diabetic retinopathy
inferred← citeshttps://doi.org/10.1364/opticaopen.24038502.v1openalex-snapshot
Adaptive vessel tracing and segmentation in OCT enables robust detection of wall-to-lumen ratio abnormalities in 5xFAD mice
inferred← citeshttps://doi.org/10.1364/opticaopen.25222430.v1openalex-snapshot
Differential Artery–Vein Analysis Improves OCTA Classification of Diabetic Retinopathy
inferred← citeshttps://doi.org/10.20944/preprints202508.1370.v1openalex-snapshot
Targeting Molecular Markers of Neurodegeneration for Early Therapeutic Intervention in the Pathophysiology and Progression of Diabetic Retinopathy
inferred← citeshttps://doi.org/10.2174/9789815124095123010009openalex-snapshot
Normative Perfusion Indices in the Diabetic Population
inferred← citeshttps://doi.org/10.3390/jpm16060286openalex-snapshot
Diabetes May Modulate the Association Between Age and Optical Coherence Tomography Angiography Parameters: A Serial, Cross-Sectional Study
inferred← citeshttps://doi.org/10.4028/p-fh3tpeopenalex-snapshot
An Automatic PSO-Optimized Spatial-Temporal Neural Network for Blood Perfusion Analysis
inferred← citeshttps://doi.org/10.4103/tjo.tjo-d-25-00067openalex-snapshot
Quantitative optical coherence tomography angiography biomarkers of the choriocapillaris for objective detection of early diabetic retinopathy
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