Cargando…

Prediction of Cardiovascular Parameters With Supervised Machine Learning From Singapore “I” Vessel Assessment and OCT-Angiography: A Pilot Study

PURPOSE: Assessment of cardiovascular risk is the keystone of prevention in cardiovascular disease. The objective of this pilot study was to estimate the cardiovascular risk score (American Hospital Association [AHA] risk score, Syntax risk, and SCORE risk score) with machine learning (ML) model bas...

Descripción completa

Detalles Bibliográficos
Autores principales:	Arnould, Louis, Guenancia, Charles, Bourredjem, Abderrahmane, Binquet, Christine, Gabrielle, Pierre-Henry, Eid, Pétra, Baudin, Florian, Kawasaki, Ryo, Cottin, Yves, Creuzot-Garcher, Catherine, Jacquir, Sabir
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	The Association for Research in Vision and Ophthalmology 2021
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8590163/ https://www.ncbi.nlm.nih.gov/pubmed/34767626 http://dx.doi.org/10.1167/tvst.10.13.20

Ejemplares similares

Association between the retinal vascular network with Singapore "I" Vessel Assessment (SIVA) software, cardiovascular history and risk factors in the elderly: The Montrachet study, population-based study
por: Arnould, Louis, et al.
Publicado: (2018)

Association between the retinal vascular network and retinal nerve fiber layer in the elderly: The Montrachet study
por: Arnould, Louis, et al.
Publicado: (2020)

Vascular density with optical coherence tomography angiography and systemic biomarkers in low and high cardiovascular risk patients
por: Hannappe, Marc-Antoine, et al.
Publicado: (2020)

Retinal Microvascular Changes in Familial Hypercholesterolemia: Analysis with Swept-Source Optical Coherence Tomography Angiography
por: Eid, Pétra, et al.
Publicado: (2022)

Early Retinal Microvascular Changes Assessed with Swept-Source OCT Angiography in Type 1 Diabetes Patients without Retinopathy
por: Eid, Pétra, et al.
Publicado: (2023)

Repeatability and Reproducibility of Retinal Fractal Dimension Measured with Swept-Source Optical Coherence Tomography Angiography in Healthy Eyes: A Proof-of-Concept Study
por: Arnould, Louis, et al.
Publicado: (2022)

Using Artificial Intelligence to Analyse the Retinal Vascular Network: The Future of Cardiovascular Risk Assessment Based on Oculomics? A Narrative Review
por: Arnould, Louis, et al.
Publicado: (2022)

Plasma fatty acids and primary open-angle glaucoma in the elderly: the Montrachet population-based study
por: Chemaly, Alicia, et al.
Publicado: (2021)

Is IL-6 the Right Target in COVID-19 Severe Pneumonia?
por: Blot, Mathieu, et al.
Publicado: (2021)

Retinal Vascular Density as A Novel Biomarker of Acute Renal Injury after Acute Coronary Syndrome
por: Alan, Guillaume, et al.
Publicado: (2019)

Bilateral acute macular neuroretinopathy in a young woman after the first dose of Oxford–AstraZeneca COVID-19 vaccine
por: Gabrielle, Pierre-Henry, et al.
Publicado: (2022)

Cystoid Macular Edema after Rhegmatogenous Retinal Detachment Repair with Pars Plana Vitrectomy: Rate, Risk Factors, and Outcomes
por: Merad, Malik, et al.
Publicado: (2022)

Macular Pigment and Open-Angle Glaucoma in the Elderly: The Montrachet Population-Based Study
por: Arnould, Louis, et al.
Publicado: (2022)

Mid-Term Impact of Anti-Vascular Endothelial Growth Factor Agents on Intraocular Pressure
por: Hannappe, Marc-Antoine, et al.
Publicado: (2022)

Intraocular Pressure Changes After Intravitreal Fluocinolone Acetonide Implant: Results from Four European Countries
por: Lebrize, Sarah, et al.
Publicado: (2022)

Plasma Fatty Acids Pattern and Dry Eye Disease in the Elderly: The Montrachet Population-Based Study
por: Seydou, Alassane, et al.
Publicado: (2022)

Deep iterative vessel segmentation in OCT angiography
por: Pissas, Theodoros, et al.
Publicado: (2020)

Assessment of the Retinal Vessels in Keratoconus: An OCT Angiography Study
por: Wylęgała, Adam, et al.
Publicado: (2022)

Are adipokines the missing link between obesity, immune response, and outcomes in severe COVID-19?
por: Blot, Mathieu, et al.
Publicado: (2021)

Retinal Vessel Phenotype in Patients with a History of Retinal Vein Occlusion
por: Semecas, Rachel, et al.
Publicado: (2021)

The Montrachet Study: study design, methodology and analysis of visual acuity and refractive errors in an elderly population
por: Creuzot‐Garcher, Catherine, et al.
Publicado: (2015)

Mobile Telemedicine Screening for Diabetic Retinopathy Using Nonmydriatic Fundus Photographs in Burgundy: 11 Years of Results
por: Charlot, Anthony, et al.
Publicado: (2022)

Differential effect on mortality of the timing of initiation of renal replacement therapy according to the criteria used to diagnose acute kidney injury: an IDEAL-ICU substudy
por: Barbar, Saber Davide, et al.
Publicado: (2023)

Addition of daptomycin for the treatment of pneumococcal meningitis: protocol for the AddaMAP study
por: Chavanet, Pascal, et al.
Publicado: (2023)

Axial Stretching of Vessels in the Retinal Vascular Plexus With 3D OCT-Angiography
por: Kuhlmann, Julian Johannes, et al.
Publicado: (2022)

Comparison of peripapillary vessel density between preperimetric and perimetric glaucoma evaluated by OCT-angiography
por: Kim, Si Bum, et al.
Publicado: (2017)

OCT-Angiography reveals reduced vessel density in the deep retinal plexus of CADASIL patients
por: Nelis, Pieter, et al.
Publicado: (2018)

Relationship between retinal capillary vessel density of OCT angiography and intraocular pressure in pig
por: Choi, Mihyun, et al.
Publicado: (2021)

Intrasession Repeatability and Interocular Symmetry of Foveal Avascular Zone and Retinal Vessel Density in OCT Angiography
por: Chen, Fred K., et al.
Publicado: (2018)

Assessment of the Dynamic Alteration of Choriocapillaris Vessel Density after Focal Laser Photocoagulation with OCT Angiography
por: Yi, Zuohuizi, et al.
Publicado: (2020)

APSified OCT-angiography analysis: Macula vessel density in healthy eyes during office hours
por: Müller, Meike, et al.
Publicado: (2023)

A multilayer-multiplexer network processing scheme based on the dendritic integration in a single neuron
por: Lorenzo, Jhunlyn, et al.
Publicado: (2022)

Is the Pelvis-Thorax Coordination a Valuable Outcome Instrument to Assess Patients With Hip Osteoarthritis?
por: Moissenet, Florent, et al.
Publicado: (2020)

IMPACT study: Impact of adherence to anti‐VEGF intravitreal injections for macular disease during COVID 19‐related confinement in France
por: Hurand, Victoire, et al.
Publicado: (2022)

Association between Obstetric Complications and Intravitreal Anti-Vascular Endothelial Growth Factor Agents or Intravitreal Corticosteroids
por: Ben Ghezala, Inès, et al.
Publicado: (2022)

Topical Antibiotic Prophylaxis and Intravitreal Injections: Impact on the Incidence of Acute Endophthalmitis—A Nationwide Study in France from 2009 to 2018
por: Baudin, Florian, et al.
Publicado: (2022)

Intrasession and Between-Visit Variability of Retinal Vessel Density Values Measured with OCT Angiography in Diabetic Patients
por: Czakó, Cecília, et al.
Publicado: (2018)

Circumpapillary collateral vessel development in iatrogenic central retinal artery occlusion observed using OCT angiography
por: Konno, Ami, et al.
Publicado: (2020)

The Difference in Repeatability of Automated Superficial Retinal Vessel Density according to the Measurement Area Using OCT Angiography
por: Lim, Hyung Bin, et al.
Publicado: (2020)

OCT angiography analysis of retinal vessel density in primary open-angle glaucoma with and without Tafluprost therapy
por: Weindler, Hannah, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_5cb5h43q1m7kqgfgqrvsh159dj