Cargando…

The Accuracy and Reliability of Crowdsource Annotations of Digital Retinal Images

PURPOSE: Crowdsourcing is based on outsourcing computationally intensive tasks to numerous individuals in the online community who have no formal training. Our aim was to develop a novel online tool designed to facilitate large-scale annotation of digital retinal images, and to assess the accuracy o...

Descripción completa

Detalles Bibliográficos
Autores principales:	Mitry, Danny, Zutis, Kris, Dhillon, Baljean, Peto, Tunde, Hayat, Shabina, Khaw, Kay-Tee, Morgan, James E., Moncur, Wendy, Trucco, Emanuele, Foster, Paul J.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	The Association for Research in Vision and Ophthalmology 2016
Materias:	Articles
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5032847/ https://www.ncbi.nlm.nih.gov/pubmed/27668130 http://dx.doi.org/10.1167/tvst.5.5.6

Ejemplares similares

Crowdsourcing as a Screening Tool to Detect Clinical Features of Glaucomatous Optic Neuropathy from Digital Photography
por: Mitry, Danny, et al.
Publicado: (2015)

Crowdsourcing as a Novel Technique for Retinal Fundus Photography Classification: Analysis of Images in the EPIC Norfolk Cohort on Behalf of the UKBiobank Eye and Vision Consortium
por: Mitry, Danny, et al.
Publicado: (2013)

The small eye phenotype in the EPIC-Norfolk eye study: prevalence and visual impairment in microphthalmos and nanophthalmos
por: Day, Alexander C, et al.
Publicado: (2013)

Risk factors for previously undiagnosed primary open-angle glaucoma: the EPIC-Norfolk Eye Study
por: Chan, Michelle P Y, et al.
Publicado: (2022)

The Relationship Between Cognitive Performance Using Tests Assessing a Range of Cognitive Domains and Future Dementia Diagnosis in a British Cohort: A Ten-Year Prospective Study
por: Hayat, Shabina A., et al.
Publicado: (2021)

Area deprivation and age related macular degeneration in the EPIC-Norfolk Eye Study
por: Yip, Jennifer L.Y., et al.
Publicado: (2015)

Usual physical activity and subsequent hospital usage over 20 years in a general population: the EPIC-Norfolk cohort
por: Luben, Robert, et al.
Publicado: (2020)

Evaluation of routinely collected records for dementia outcomes in UK: a prospective cohort study
por: Hayat, Shabina, et al.
Publicado: (2022)

Sociodemographic and lifestyle predictors of incident hospital admissions with multimorbidity in a general population, 1999–2019: the EPIC-Norfolk cohort
por: Luben, Robert, et al.
Publicado: (2020)

Cross-sectional and prospective relationship between occupational and leisure-time inactivity and cognitive function in an ageing population: the European Prospective Investigation into Cancer and Nutrition in Norfolk (EPIC-Norfolk) study
por: Hayat, Shabina A, et al.
Publicado: (2020)

Cross Sectional and Longitudinal Associations between Cardiovascular Risk Factors and Age Related Macular Degeneration in the EPIC-Norfolk Eye Study
por: Yip, Jennifer L. Y., et al.
Publicado: (2015)

Residential area deprivation and risk of subsequent hospital admission in a British population: the EPIC-Norfolk cohort
por: Luben, Robert, et al.
Publicado: (2019)

Alcohol consumption and future hospital usage: The EPIC-Norfolk prospective population study
por: Luben, Robert, et al.
Publicado: (2018)

Physical capability predicts mortality in late mid-life as well as in old age: Findings from a large British cohort study
por: Keevil, Victoria L., et al.
Publicado: (2018)

Automated detection of age-related macular degeneration in color fundus photography: a systematic review
por: Pead, Emma, et al.
Publicado: (2019)

Crowdsourcing airway annotations in chest computed tomography images
por: Cheplygina, Veronika, et al.
Publicado: (2021)

Ambient Air Pollution Associations with Retinal Morphology in the UK Biobank
por: Chua, Sharon Y. L., et al.
Publicado: (2020)

Crowdsourcing triggers rapid, reliable earthquake locations
por: Steed, Robert J., et al.
Publicado: (2019)

Topical Beta-Blockers and Cardiovascular Mortality: Systematic Review and Meta-Analysis with Data from the EPIC-Norfolk Cohort Study
por: Pinnock, Claude, et al.
Publicado: (2016)

Artificial intelligence-enabled retinal vasculometry for prediction of circulatory mortality, myocardial infarction and stroke
por: Rudnicka, Alicja Regina, et al.
Publicado: (2022)

2D alpha-shapes to quantify retinal microvasculature morphology and their application to proliferative diabetic retinopathy characterisation in fundus photographs
por: Pead, Emma, et al.
Publicado: (2021)

Crowdsourcing biocuration: The Community Assessment of Community Annotation with Ontologies (CACAO)
por: Ramsey, Jolene, et al.
Publicado: (2021)

The physical capability of community-based men and women from a British cohort: the European Prospective Investigation into Cancer (EPIC)-Norfolk study
por: Keevil, Victoria L, et al.
Publicado: (2013)

Visual acuity, self-reported vision and falls in the EPIC-Norfolk Eye study
por: Yip, Jennifer L Y, et al.
Publicado: (2014)

Association between hypertension and retinal vascular features in ultra-widefield fundus imaging
por: Robertson, Gavin, et al.
Publicado: (2020)

Algorithmic Mechanisms for Reliable Crowdsourcing Computation under Collusion
por: Fernández Anta, Antonio, et al.
Publicado: (2015)

Reliable Aggregation Method for Vector Regression Tasks in Crowdsourcing
por: Kim, Joonyoung, et al.
Publicado: (2020)

Validation and tuning of in situ transcriptomics image processing workflows with crowdsourced annotations
por: Vo-Phamhi, Jenny M., et al.
Publicado: (2021)

Daytime Napping and the Risk of All-Cause and Cause-Specific Mortality: A 13-Year Follow-up of a British Population
por: Leng, Yue, et al.
Publicado: (2014)

Cross Sectional Associations between Socio-Demographic Factors and Cognitive Performance in an Older British Population: The European Investigation of Cancer in Norfolk (EPIC-Norfolk) Study
por: Hayat, Shabina A., et al.
Publicado: (2016)

Daytime napping and increased risk of incident respiratory diseases: symptom, marker, or risk factor?
por: Leng, Yue, et al.
Publicado: (2016)

Understanding the relationship between cognition and death: a within cohort examination of cognitive measures and mortality
por: Hayat, Shabina A., et al.
Publicado: (2018)

Cohort Profile: A prospective cohort study of objective physical and cognitive capability and visual health in an ageing population of men and women in Norfolk (EPIC-Norfolk 3)
por: Hayat, Shabina A, et al.
Publicado: (2014)

Predicting admissions and time spent in hospital over a decade in a population-based record linkage study: the EPIC-Norfolk cohort
por: Luben, Robert, et al.
Publicado: (2016)

Reliability of crowdsourcing as a method for collecting emotions labels on pictures
por: Korovina, Olga, et al.
Publicado: (2019)

Crowdsourced MRI quality metrics and expert quality annotations for training of humans and machines
por: Esteban, Oscar, et al.
Publicado: (2019)

Massive online data annotation, crowdsourcing to generate high quality sleep spindle annotations from EEG data
por: Lacourse, Karine, et al.
Publicado: (2020)

Cognitive function in a general population of men and women: a cross sectional study in the European Investigation of Cancer–Norfolk cohort (EPIC-Norfolk)
por: Hayat, Shabina A, et al.
Publicado: (2014)

Alcohol Consumption and Incident Cataract Surgery in Two Large UK Cohorts
por: Chua, Sharon Y.L., et al.
Publicado: (2021)

Crowdsourcing and the feasibility of manual gene annotation: A pilot study in the nematode Pristionchus pacificus
por: Rödelsperger, Christian, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_9b1i7dee4aa7bpgdfcuseaoti2