Cargando…

Two-step hierarchical neural network for classification of dry age-related macular degeneration using optical coherence tomography images

PURPOSE: The aim of this study is to apply deep learning techniques for the development and validation of a system that categorizes various phases of dry age-related macular degeneration (AMD), including nascent geographic atrophy (nGA), through the analysis of optical coherence tomography (OCT) ima...

Descripción completa

Detalles Bibliográficos
Autores principales:	Hu, Min, Wu, Bin, Lu, Di, Xie, Jing, Chen, Yiqiang, Yang, Zhikuan, Dai, Weiwei
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2023
Materias:	Medicine
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10403700/ https://www.ncbi.nlm.nih.gov/pubmed/37547613 http://dx.doi.org/10.3389/fmed.2023.1221453

Ejemplares similares

Fully-automated atrophy segmentation in dry age-related macular degeneration in optical coherence tomography
por: Derradji, Yasmine, et al.
Publicado: (2021)

Effects of smoking on the retina of patients with dry age-related macular degeneration by optical coherence tomography angiography
por: Yang, Weizhou, et al.
Publicado: (2022)

Reverse engineering for reconstructing baseline features of dry age-related macular degeneration in optical coherence tomography
por: Wang, Shuxian, et al.
Publicado: (2022)

Global Analysis of Macular Choriocapillaris Perfusion in Dry Age-Related Macular Degeneration using Swept-Source Optical Coherence Tomography Angiography
por: Braun, Phillip X., et al.
Publicado: (2019)

Optical Coherence Tomography Angiography of the Choriocapillaris in Age-Related Macular Degeneration
por: Scharf, Jackson, et al.
Publicado: (2021)

Optical coherence tomography classification of diabetic cystoid macular edema
por: Helmy, Yasser M, et al.
Publicado: (2013)

Algorithm for Detection and Quantification of Hyperreflective Dots on Optical Coherence Tomography in Diabetic Macular Edema
por: Huang, Haifan, et al.
Publicado: (2021)

Predicting treat-and-extend outcomes and treatment intervals in neovascular age-related macular degeneration from retinal optical coherence tomography using artificial intelligence
por: Bogunović, Hrvoje, et al.
Publicado: (2022)

Prognostic Optical Coherence Tomography Biomarkers in Neovascular Age-Related Macular Degeneration
por: Nawash, Baraa, et al.
Publicado: (2023)

Role of Inflammation in Classification of Diabetic Macular Edema by Optical Coherence Tomography
por: Chung, Yoo-Ri, et al.
Publicado: (2019)

Precision and Agreement of Individual and Simultaneous Macular and Optic Disc Volumetric Measurements With Spectral Domain Optical Coherence Tomography
por: Domínguez-Vicent, Alberto, et al.
Publicado: (2021)

Deep Learning Applications to Classification and Detection of Age-Related Macular Degeneration on Optical Coherence Tomography Imaging: A Review
por: Koseoglu, Neslihan Dilruba, et al.
Publicado: (2023)

Diurnal variation of optical coherence tomography–based macular fluid in exudative age-related macular degeneration
por: Fortes, Blake H., et al.
Publicado: (2023)

Deep learning to infer visual acuity from optical coherence tomography in diabetic macular edema
por: Lin, Ting-Yi, et al.
Publicado: (2022)

Hypodense regions in the peripapillary region increased the risk of macular retinoschisis detected by optical coherence tomography
por: She, Xiangjun, et al.
Publicado: (2022)

Deep learning-based estimation of axial length using macular optical coherence tomography images
por: Liu, Jing, et al.
Publicado: (2023)

Association between inflammatory cytokines in the aqueous humor and hyperreflective foci on optical coherence tomography in patients with neovascular age-related macular degeneration and polypoidal choroidal vasculopathy
por: Mao, Jianbo, et al.
Publicado: (2022)

Artifacts in Macular Optical Coherence Tomography
por: Bazvand, Fatemeh, et al.
Publicado: (2020)

Optical Coherence Tomography and the Development of Antiangiogenic Therapies in Neovascular Age-Related Macular Degeneration
por: Rosenfeld, Philip J.
Publicado: (2016)

Optical Coherence Tomography Features Preceding the Onset of Advanced Age-Related Macular Degeneration
por: Ferrara, Daniela, et al.
Publicado: (2017)

Vascular Abnormalities in Peripapillary and Macular Regions of Behcet's Uveitis Patients Evaluated by Optical Coherence Tomography Angiography
por: Yan, Chun, et al.
Publicado: (2021)

Macular Structure and Microvasculature Changes in AIDS-Related Cytomegalovirus Retinitis Using Optical Coherence Tomography Angiography
por: Du, Kui-Fang, et al.
Publicado: (2021)

Optical Coherence Tomography Biomarkers in Predicting Treatment Outcomes of Diabetic Macular Edema After Dexamethasone Implants
por: Huang, Yu-Te, et al.
Publicado: (2022)

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

Optical Coherence Tomography Angiography Compared With Optical Coherence Tomography for Detection of Early Glaucoma With High Myopia
por: Chang, Pei-Yao, et al.
Publicado: (2022)

Classifying neovascular age-related macular degeneration with a deep convolutional neural network based on optical coherence tomography images
por: Han, Jinyoung, et al.
Publicado: (2022)

Examination of Macular Retina and Choroidal Thickness in High Myopic Amblyopia Using Spectral-Domain Optical Coherence Tomography
por: Wan, Juan, et al.
Publicado: (2022)

Evaluation of macular neovascularization activity in pathological myopia: a comparison between optical coherence tomography and OCT-angiography
por: Li, Xin, et al.
Publicado: (2023)

Identification of Drusen Characteristics in Age-Related Macular Degeneration by Polarization-Sensitive Optical Coherence Tomography
por: Schlanitz, Ferdinand G., et al.
Publicado: (2015)

Quantitative optical coherence tomography angiography biomarkers for neovascular age-related macular degeneration in remission
por: Coscas, Florence, et al.
Publicado: (2018)

OPTICAL COHERENCE TOMOGRAPHY, FLUORESCEIN ANGIOGRAPHY, AND DIAGNOSIS OF CHOROIDAL NEOVASCULARIZATION IN AGE-RELATED MACULAR DEGENERATION
por: Gualino, Vincent, et al.
Publicado: (2019)

Influence of mydriasis on optical coherence tomography angiography imaging in patients with age-related macular degeneration
por: Brücher, Viktoria C., et al.
Publicado: (2019)

Features and Diagnostic Accuracy of Optical Coherence Tomography Angiography in Neovascular Age-related Macular Degeneration
por: Usman, Maria, et al.
Publicado: (2019)

Need for manual segmentation in optical coherence tomography angiography of neovascular age-related macular degeneration
por: Dabir, Supriya, et al.
Publicado: (2020)

Quantitative Optical Coherence Tomography Angiography Parameters in Type 1 Macular Neovascularization Secondary to Age-Related Macular Degeneration
por: Arrigo, Alessandro, et al.
Publicado: (2020)

Optical coherence tomography imaging of macular oedema
por: Trichonas, George, et al.
Publicado: (2014)

Macular Optical Coherence Tomography Imaging in Glaucoma
por: Kamalipour, Alireza, et al.
Publicado: (2021)

Macular Changes Observed on Optical Coherence Tomography Angiography in Patients Infected With Human Immunodeficiency Virus Without Infectious Retinopathy
por: Du, Kui-Fang, et al.
Publicado: (2022)

Associations Between the Macular Microvasculatures and Subclinical Atherosclerosis in Patients With Type 2 Diabetes: An Optical Coherence Tomography Angiography Study
por: Yoon, Jooyoung, et al.
Publicado: (2022)

Investigation of Macular Choroidal Thickness and Blood Flow Change by Optical Coherence Tomography Angiography After Posterior Scleral Reinforcement
por: Zhang, Zheng, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_8obpgjjkncv5gv6s17nnlrff8h