Cargando…

Predicting risk of late age-related macular degeneration using deep learning

By 2040, age-related macular degeneration (AMD) will affect ~288 million people worldwide. Identifying individuals at high risk of progression to late AMD, the sight-threatening stage, is critical for clinical actions, including medical interventions and timely monitoring. Although deep learning has...

Descripción completa

Detalles Bibliográficos
Autores principales:	Peng, Yifan, Keenan, Tiarnan D., Chen, Qingyu, Agrón, Elvira, Allot, Alexis, Wong, Wai T., Chew, Emily Y., Lu, Zhiyong
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Nature Publishing Group UK 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7453007/ https://www.ncbi.nlm.nih.gov/pubmed/32904246 http://dx.doi.org/10.1038/s41746-020-00317-z

Ejemplares similares

Macular Thickness in Intermediate Age-Related Macular Degeneration Is Influenced by Disease Severity and Subretinal Drusenoid Deposit Presence
por: Chiang, Trent Tsun-Kang, et al.
Publicado: (2020)

Investigations of Renal Function and Age-Related Macular Degeneration Phenotypes
por: Dave, Amisha D., et al.
Publicado: (2022)

Repeatability of Scotopic Sensitivity and Dark Adaptation Using a Medmont Dark-Adapted Chromatic Perimeter in Age-related Macular Degeneration
por: Uddin, Durin, et al.
Publicado: (2020)

Geographic Atrophy in Age-Related Macular Degeneration: A Tale of Two Stages
por: Keenan, Tiarnan D.L.
Publicado: (2023)

Deep-learning-based Prediction of Late Age-Related Macular Degeneration Progression
por: Yan, Qi, et al.
Publicado: (2020)

Progression of Age-Related Macular Degeneration Among Individuals Homozygous for Risk Alleles on Chromosome 1 (CFH-CFHR5) or Chromosome 10 (ARMS2/HTRA1) or Both
por: Schmitz-Valckenberg, Steffen, et al.
Publicado: (2022)

Local Complement Inhibition for Geographic Atrophy in Age-Related Macular Degeneration: Prospects, Challenges, and Unanswered Questions
por: Keenan, Tiarnan D.L.
Publicado: (2021)

Quantitative Analysis of OCT for Neovascular Age-Related Macular Degeneration Using Deep Learning
por: Moraes, Gabriella, et al.
Publicado: (2021)

Visual acuity outcomes after cataract surgery in type 2 diabetes: the Action to Control Cardiovascular Risk in Diabetes (ACCORD) study
por: Lee, Debora, et al.
Publicado: (2022)

Deep-GA-Net for Accurate and Explainable Detection of Geographic Atrophy on OCT Scans
por: Elsawy, Amr, et al.
Publicado: (2023)

Prospective, Longitudinal Pilot Study: Daily Self-Imaging with Patient-Operated Home OCT in Neovascular Age-Related Macular Degeneration
por: Keenan, Tiarnan D.L., et al.
Publicado: (2021)

LitCovid: an open database of COVID-19 literature
por: Chen, Qingyu, et al.
Publicado: (2020)

LONGL-Net: temporal correlation structure guided deep learning model to predict longitudinal age-related macular degeneration severity
por: Ganjdanesh, Alireza, et al.
Publicado: (2022)

Prevention of age-related macular degeneration
por: Wong, Ian Yat Hin, et al.
Publicado: (2010)

Comprehensively identifying Long Covid articles with human-in-the-loop machine learning
por: Leaman, Robert, et al.
Publicado: (2022)

Complement component C5a Promotes Expression of IL-22 and IL-17 from Human T cells and its Implication in Age-related Macular Degeneration
por: Liu, Baoying, et al.
Publicado: (2011)

Deep learning to detect macular atrophy in wet age-related macular degeneration using optical coherence tomography
por: Wei, Wei, et al.
Publicado: (2023)

Deep Learning-Based Modeling of the Dark Adaptation Curve for Robust Parameter Estimation
por: De Silva, Tharindu, et al.
Publicado: (2022)

Genetic risk factors for late age-related macular degeneration in India
por: Rajendran, Anand, et al.
Publicado: (2018)

Genome-Wide Association Studies-Based Machine Learning for Prediction of Age-Related Macular Degeneration Risk
por: Yan, Qi, et al.
Publicado: (2021)

Age-related macular degeneration – clinical review and genetics update
por: Ratnapriya, R, et al.
Publicado: (2013)

Suggestive association between PLA2G12A single nucleotide polymorphism rs2285714 and response to anti-vascular endothelial growth factor therapy in patients with exudative age-related macular degeneration
por: Wang, Vinson M., et al.
Publicado: (2012)

Optical Coherence Tomography-Based Deep-Learning Models for Classifying Normal and Age-Related Macular Degeneration and Exudative and Non-Exudative Age-Related Macular Degeneration Changes
por: Motozawa, Naohiro, et al.
Publicado: (2019)

Prevalence of anti-retinal autoantibodies in different stages of Age-related macular degeneration
por: Adamus, Grazyna, et al.
Publicado: (2014)

Segmentation of macular neovascularization and leakage in fluorescein angiography images in neovascular age-related macular degeneration using deep learning
por: Holomcik, David, et al.
Publicado: (2022)

Federated learning for diagnosis of age-related macular degeneration
por: Gholami, Sina, et al.
Publicado: (2023)

Improving Interpretability in Machine Diagnosis: Detection of Geographic Atrophy in OCT Scans
por: Shi, Xiaoshuang, et al.
Publicado: (2021)

The estimated prevalence and incidence of late stage age related macular degeneration in the UK
por: Owen, Christopher G, et al.
Publicado: (2012)

Automatic Detection of Age-Related Macular Degeneration Based on Deep Learning and Local Outlier Factor Algorithm
por: He, Tingting, et al.
Publicado: (2022)

Correlation of vascular and fluid‐related parameters in neovascular age‐related macular degeneration using deep learning
por: Schranz, Markus, et al.
Publicado: (2022)

Mitochondrial DNA Variants of Respiratory Complex I that Uniquely Characterize Haplogroup T2 Are Associated with Increased Risk of Age-Related Macular Degeneration
por: SanGiovanni, John Paul, et al.
Publicado: (2009)

Age-related macular degeneration.
por: McConnell, V., et al.
Publicado: (2005)

Age-related macular degeneration
por: Querques, Giuseppe, et al.
Publicado: (2011)

Age-related macular degeneration
por: Mathenge, Wanjiku
Publicado: (2014)

Impact of visual impairment on physical activity in early and late age-related macular degeneration
por: Heinemann, Manuel, et al.
Publicado: (2019)

Measurement of the Inner Macular Layers for Monitoring of Glaucoma: Confounding Effects of Age-Related Macular Degeneration
por: Chew, Leila, et al.
Publicado: (2023)

Artificial Intelligence to Stratify Severity of Age-Related Macular Degeneration (AMD) and Predict Risk of Progression to Late AMD
por: Bhuiyan, Alauddin, et al.
Publicado: (2020)

Machine Learning OCT Predictors of Progression from Intermediate Age-Related Macular Degeneration to Geographic Atrophy and Vision Loss
por: Lad, Eleonora M., et al.
Publicado: (2022)

Evaluation of a deep learning system for the joint automated detection of diabetic retinopathy and age‐related macular degeneration
por: González‐Gonzalo, Cristina, et al.
Publicado: (2019)

Automated Quantification of Pathological Fluids in Neovascular Age-Related Macular Degeneration, and Its Repeatability Using Deep Learning
por: Mantel, Irmela, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_kfqu29v4hehhoo6f47j9l8t4o8