Cargando…

Accuracy of Diabetic Retinopathy Staging with a Deep Convolutional Neural Network Using Ultra-Wide-Field Fundus Ophthalmoscopy and Optical Coherence Tomography Angiography

PURPOSE: The present study aimed to compare the accuracy of diabetic retinopathy (DR) staging with a deep convolutional neural network (DCNN) using two different types of fundus cameras and composite images. METHOD: The study included 491 ultra-wide-field fundus ophthalmoscopy and optical coherence...

Descripción completa

Detalles Bibliográficos
Autores principales:	Nagasawa, Toshihiko, Tabuchi, Hitoshi, Masumoto, Hiroki, Morita, Shoji, Niki, Masanori, Ohara, Zaigen, Yoshizumi, Yuki, Mitamura, Yoshinori
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8041547/ https://www.ncbi.nlm.nih.gov/pubmed/33884202 http://dx.doi.org/10.1155/2021/6651175

Ejemplares similares

Accuracy of deep learning, a machine learning technology, using ultra-wide-field fundus ophthalmoscopy for detecting idiopathic macular holes
por: Nagasawa, Toshihiko, et al.
Publicado: (2018)

Deep Neural Network-Based Method for Detecting Central Retinal Vein Occlusion Using Ultrawide-Field Fundus Ophthalmoscopy
por: Nagasato, Daisuke, et al.
Publicado: (2018)

Automatic Diagnosis of Diabetic Retinopathy Stage Focusing Exclusively on Retinal Hemorrhage
por: Tokuda, Yoshihiro, et al.
Publicado: (2022)

Changes in choroidal thickness in patients with diabetic retinopathy
por: Ohara, Zaigen, et al.
Publicado: (2017)

Automated detection of a nonperfusion area caused by retinal vein occlusion in optical coherence tomography angiography images using deep learning
por: Nagasato, Daisuke, et al.
Publicado: (2019)

Accuracy of deep learning, a machine-learning technology, using ultra–wide-field fundus ophthalmoscopy for detecting rhegmatogenous retinal detachment
por: Ohsugi, Hideharu, et al.
Publicado: (2017)

Correlation between optic nerve head circulation and visual function before and after anti-VEGF therapy for central retinal vein occlusion: prospective, interventional case series
por: Nagasato, Daisuke, et al.
Publicado: (2016)

Accuracy of a deep convolutional neural network in detection of retinitis pigmentosa on ultrawide-field images
por: Masumoto, Hiroki, et al.
Publicado: (2019)

Fundus fluorescence Angiography in diagnosing diabetic retinopathy
por: Wang, Shuhui, et al.
Publicado: (2017)

Accuracy of a deep convolutional neural network in the detection of myopic macular diseases using swept-source optical coherence tomography
por: Sogawa, Takahiro, et al.
Publicado: (2020)

Multimodal Imaging of the Fundus
por: Hayashi, Atsushi, et al.
Publicado: (2013)

Differential distribution of manifest lesions in diabetic retinopathy by fundus fluorescein angiography and fundus photography
por: Li, Xiaoli, et al.
Publicado: (2020)

ULTRA–WIDE-FIELD IMAGING AND INTRAVENOUS FUNDUS FLUORESCEIN ANGIOGRAPHY IN INFANTS WITH RETINOPATHY OF PREMATURITY
por: Mao, Jianbo, et al.
Publicado: (2020)

Ultra-wide-field fundus photography compared to ophthalmoscopy in diagnosing and classifying major retinal diseases
por: Midena, E., et al.
Publicado: (2022)

Comparison of multicolor scanning laser ophthalmoscopy and optical coherence tomography angiography for detection of microaneurysms in diabetic retinopathy
por: Sakono, Takato, et al.
Publicado: (2021)

Comparison of visual performance of toric vs non-toric intraocular lenses with same material
por: Yamauchi, Tomofusa, et al.
Publicado: (2018)

Branch retinal vein occlusion post severe acute respiratory syndrome coronavirus 2 vaccination
por: Tanaka, Hayato, et al.
Publicado: (2022)

Estimation of Visual Function Using Deep Learning From Ultra-Widefield Fundus Images of Eyes With Retinitis Pigmentosa
por: Nagasato, Daisuke, et al.
Publicado: (2023)

The application of wide-field laser ophthalmoscopy in fundus examination before myopic refractive surgery
por: Liu, Lin, et al.
Publicado: (2017)

Fundus albipunctatus photoreceptor microstructure revealed using adaptive optics scanning light ophthalmoscopy
por: Sobol, Ethan K., et al.
Publicado: (2021)

Comparison of Visual Performance of Multifocal Intraocular Lenses with Same Material Monofocal Intraocular Lenses
por: Yamauchi, Tomofusa, et al.
Publicado: (2013)

Non-mydriatic fundus photography as an alternative to indirect ophthalmoscopy for screening of diabetic retinopathy in community settings: a comparative pilot study in rural and tribal India
por: Gajiwala, Uday R, et al.
Publicado: (2022)

An Automated Approach for Localizing Retinal Blood Vessels in Confocal Scanning Laser Ophthalmoscopy Fundus Images
por: Kromer, Robert, et al.
Publicado: (2016)

Demonstration of Retinal Micro-emboli in a Case of Malaria Retinopathy by Fundus Fluorescein Angiography
por: Verma, Aditya, et al.
Publicado: (2015)

Changes in Choroidal Component Ratio and Circulation After Coffee Intake in Healthy Subjects
por: Nagasato, Daisuke, et al.
Publicado: (2021)

Exacerbation of branch retinal vein occlusion post SARS-CoV2 vaccination: Case reports
por: Tanaka, Hayato, et al.
Publicado: (2021)

Prediction of age and brachial-ankle pulse-wave velocity using ultra-wide-field pseudo-color images by deep learning
por: Nagasato, Daisuke, et al.
Publicado: (2020)

Oral Fluorescein Angiography with Ultra-Wide-Field Scanning Laser Ophthalmoscopy in Pediatric Patients Precis: Oral Fluorescein Angiography in Children
por: Jiang, Zhaoxin, et al.
Publicado: (2022)

Ocular expression of cyclin‐dependent kinase 5 in patients with proliferative diabetic retinopathy
por: Sano, Hiroki, et al.
Publicado: (2021)

Influence of Lens Fluorescence on Fluorescence Lifetime Imaging Ophthalmoscopy (FLIO) Fundus Imaging and Strategies for Its Compensation
por: Brauer, Jakob Lauritz, et al.
Publicado: (2020)

Real-Time Extraction of Important Surgical Phases in Cataract Surgery Videos
por: Morita, Shoji, et al.
Publicado: (2019)

Real-Time Surgical Problem Detection and Instrument Tracking in Cataract Surgery
por: Morita, Shoji, et al.
Publicado: (2020)

Choroidal thickness estimation from colour fundus photographs by adaptive binarisation and deep learning, according to central serous chorioretinopathy status
por: Komuku, Yuki, et al.
Publicado: (2020)

Comparison of Widefield Laser Ophthalmoscopy and ETDRS Retinal Area for Diabetic Retinopathy
por: Ashraf, Mohamed, et al.
Publicado: (2022)

Comparison of widefield swept-source optical coherence tomographic angiography and fluorescein fundus angiography for detection of retinal neovascularization with diabetic retinopathy
por: Yang, Yanyan, et al.
Publicado: (2023)

Deep Convolutional Neural Network-Based Early Automated Detection of Diabetic Retinopathy Using Fundus Image
por: Xu, Kele, et al.
Publicado: (2017)

Ultra-widefield fundus fluorescein angiography in pediatric retinal vascular diseases
por: Temkar, Shreyas, et al.
Publicado: (2019)

The Photosensitivity of Rhodopsin Bleaching and Light-Induced Increases of Fundus Reflectance in Mice Measured In Vivo With Scanning Laser Ophthalmoscopy
por: Zhang, Pengfei, et al.
Publicado: (2016)

Telemedicine for diabetic retinopathy screening using an ultra-widefield fundus camera
por: Hussain, Nazimul, et al.
Publicado: (2017)

“String of beads” appearance on fundus fluorescein angiography as a clinical clue for leukemia-related proliferative retinopathy
por: Priya, B V, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_rcnaoc7f1sbj1bdqvqcfpt5vei