AutoMorph: Automated Retinal Vascular Morphology Quantification Via a Deep Learning Pipeline

A Refined Equilibrium Generative Adversarial Network for Retinal Vessel Segmentation

(2021) Yukun Zhou et al.   NEUROCOMPUTING

Insights into Systemic Disease through Retinal Imaging-Based Oculomics

(2020) Siegfried K. Wagner et al.   Translational Vision Science & Technology

The reliability of a deep learning model in clinical out-of-distribution MRI data: a multicohort study

(2020) Gustav Mårtensson et al.   MEDICAL IMAGE ANALYSIS

Current Challenges and Barriers to Real-World Artificial Intelligence Adoption for the Healthcare System, Provider, and the Patient

(2020) Rishi P. Singh et al.   Translational Vision Science & Technology

A deep-learning system for the assessment of cardiovascular disease risk via the measurement of retinal-vessel calibre

(2020) Carol Y. Cheung et al.   Nature Biomedical Engineering

DRNet: Segmentation and localization of optic disc and Fovea from diabetic retinopathy image

(2020) Md. Kamrul Hasan et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Topology-Aware Retinal Artery–Vein Classification via Deep Vascular Connectivity Prediction

(2020) Seung Yeon Shin et al.   Applied Sciences-Basel

Artery–vein segmentation in fundus images using a fully convolutional network

(2019) Ruben Hemelings et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Key challenges for delivering clinical impact with artificial intelligence

(2019) Christopher J. Kelly et al.   BMC Medicine

Diagnostic assessment of deep learning algorithms for diabetic retinopathy screening

(2019) Tao Li et al.   INFORMATION SCIENCES

REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs

(2019) José Ignacio Orlando et al.   MEDICAL IMAGE ANALYSIS

Towards Standardization of Quantitative Retinal Vascular Parameters: Comparison of SIVA and VAMPIRE Measurements in the Lothian Birth Cohort 1936

(2018) Sarah McGrory et al.   Translational Vision Science & Technology

Prediction of cardiovascular risk factors from retinal fundus photographs via deep learning

(2018) Ryan Poplin et al.   Nature Biomedical Engineering

Artery/vein classification using reflection features in retina fundus images

(2017) Fan Huang et al.   MACHINE VISION AND APPLICATIONS

Robust Retinal Vessel Segmentation via Locally Adaptive Derivative Frames in Orientation Scores

(2016) Jiong Zhang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Comparison of Common Retinal Vessel Caliber Measurement Software and a Conversion Algorithm

(2016) WanFen Yip et al.   Translational Vision Science & Technology

QUARTZ: Quantitative Analysis of Retinal Vessel Topology and size – An automated system for quantification of retinal vessels morphology

(2015) M.M. Fraz et al.   EXPERT SYSTEMS WITH APPLICATIONS

Retinal Artery-Vein Classification via Topology Estimation

(2015) Rolando Estrada et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Retinal vascular caliber and the development of hypertension

(2014) Damiano Rizzoni et al.   JOURNAL OF HYPERTENSION

Automated characterization of blood vessels as arteries and veins in retinal images

(2013) Qazaleh Mirsharif et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

BRANCH RETINAL VEIN OCCLUSION

(2013) Adil Jaulim et al.   RETINA-THE JOURNAL OF RETINAL AND VITREOUS DISEASES

An Ensemble Classification-Based Approach Applied to Retinal Blood Vessel Segmentation

(2012) Muhammad Moazam Fraz et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Retinal Vessel Diameter as a Clinical Predictor of Diabetic Retinopathy Progression

(2011) Tien Yin Wong   ARCHIVES OF OPHTHALMOLOGY

Retinal Arteriolar Tortuosity and Cardiovascular Risk Factors in a Multi-Ethnic Population Study of 10-Year-Old Children; the Child Heart and Health Study in England (CHASE)

(2011) Christopher G. Owen et al.   ARTERIOSCLEROSIS THROMBOSIS AND VASCULAR BIOLOGY

Quantitative and qualitative retinal microvascular characteristics and blood pressure

(2011) Carol Y Cheung et al.   JOURNAL OF HYPERTENSION

Retinal Vascular Tortuosity, Blood Pressure, and Cardiovascular Risk Factors

(2010) Carol Yim-lui Cheung et al.   OPHTHALMOLOGY

Retinal vein occlusion: an approach to diagnosis, systemic risk factors and management

(2009) J. W. Y. Yau et al.   INTERNAL MEDICINE JOURNAL

A Novel Method for the Automatic Grading of Retinal Vessel Tortuosity

(2008) E. Grisan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING