Cargando…

Translation of Color Fundus Photography into Fluorescein Angiography Using Deep Learning for Enhanced Diabetic Retinopathy Screening

PURPOSE: To develop and validate a deep learning model that can transform color fundus (CF) photography into corresponding venous and late-phase fundus fluorescein angiography (FFA) images. DESIGN: Cross-sectional study. PARTICIPANTS: We included 51 370 CF-venous FFA pairs and 14 644 CF-late FFA pai...

Descripción completa

Detalles Bibliográficos
Autores principales:	Shi, Danli, Zhang, Weiyi, He, Shuang, Chen, Yanxian, Song, Fan, Liu, Shunming, Wang, Ruobing, Zheng, Yingfeng, He, Mingguang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Elsevier 2023
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10630672/ https://www.ncbi.nlm.nih.gov/pubmed/38025160 http://dx.doi.org/10.1016/j.xops.2023.100401

Ejemplares similares

A deep learning model for generating fundus autofluorescence images from color fundus photography
por: Song, Fan, et al.
Publicado: (2023)

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

Analysis of Fundus Photography and Fluorescein Angiography in Nonarteritic Anterior Ischemic Optic Neuropathy and Optic Neuritis
por: Kim, Min Kyung, et al.
Publicado: (2016)

Grading of Age-Related Macular Degeneration: Comparison between Color Fundus Photography, Fluorescein Angiography, and Spectral Domain Optical Coherence Tomography
por: Mokwa, Nils F., et al.
Publicado: (2013)

A self-adaptive deep learning method for automated eye laterality detection based on color fundus photography
por: Liu, Chi, et al.
Publicado: (2019)

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

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

Fundus fluorescein angiography in a macular retinocytoma
por: Dubey, Devashish, et al.
Publicado: (2022)

Comparison of Color Fundus Photography and Multicolor Fundus Imaging for Detection of Lesions in Diabetic Retinopathy and Retinal Vein Occlusion
por: Castro, Catarina, et al.
Publicado: (2023)

“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)

Case Report of Bullous Pemphigoid following Fundus Fluorescein Angiography
por: Demirci, Goktug, et al.
Publicado: (2010)

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)

Does Fundus Fluorescein Angiography Procedure Affect Ocular Pulse Amplitude?
por: Pekel, Gökhan, et al.
Publicado: (2013)

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

Recommended protocol for performing oral fundus fluorescein angiography (FFA) in children
por: Marmoy, Oliver R., et al.
Publicado: (2020)

Detection of retinal capillary nonperfusion in fundus fluorescein angiogram of diabetic retinopathy
por: Rasta, Seyed Hossein, et al.
Publicado: (2015)

Comparison of optical coherence tomography angiography and fundus fluorescein angiography features of retinal capillary hemangioblastoma
por: Sagar, Pradeep, et al.
Publicado: (2018)

Automated Grading of Diabetic Retinopathy with Ultra-Widefield Fluorescein Angiography and Deep Learning
por: Wang, Xiaoling, et al.
Publicado: (2021)

A super-resolution method-based pipeline for fundus fluorescein angiography imaging
por: Jiang, Zhe, et al.
Publicado: (2018)

Ultra-Widefield Fundus Fluorescein Angiography Findings in Patients with Fuchs’ Uveitis Syndrome
por: Nasrollahi, Kobra, et al.
Publicado: (2022)

Observation of the characteristics of the natural course of Bietti crystalline dystrophy by fundus fluorescein angiography
por: Zhang, Shengjuan, et al.
Publicado: (2021)

Recommended protocol and technique for doing oral fundus fluorescein angiography for adults and children
por: Mohan, Sashwanthi, et al.
Publicado: (2022)

Comparison of Color Fundus Photography, Infrared Fundus Photography, and Optical Coherence Tomography in Detecting Retinal Hamartoma in Patients with Tuberous Sclerosis Complex
por: Bai, Da-Yong, et al.
Publicado: (2016)

Ultrawide-field Fluorescein Angiography for Evaluation of Diabetic Retinopathy
por: Kong, Mingui, et al.
Publicado: (2012)

Commentary: Comparison of optical coherence tomography angiography and fundus fluorescein angiography features of retinal capillary hemangioblastoma
por: Khetan, Vikas, et al.
Publicado: (2018)

Smartphone Fundus Photography
por: Nazari Khanamiri, Hossein, et al.
Publicado: (2017)

Quantification of retinal blood leakage in fundus fluorescein angiography in a retinal angiogenesis model
por: Comin, Cesar H., et al.
Publicado: (2021)

Retraction: Recommended protocol and technique for doing oral fundus fluorescein angiography for adults and children
Publicado: (2023)

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

Ultra-widefield color fundus photography combined with high-speed ultra-widefield swept-source optical coherence tomography angiography for non-invasive detection of lesions in diabetic retinopathy
por: Li, Jie, et al.
Publicado: (2022)

Deep learning for automated detection of neovascular leakage on ultra-widefield fluorescein angiography in diabetic retinopathy
por: Zhao, Peter Y., et al.
Publicado: (2023)

Fundus imaging: Conventional fundus drawings versus ultrawidefield fundus photography
por: Shah, Rakesh D, et al.
Publicado: (2023)

Microangiopathy in Ocular Sarcoidosis Using Fluorescein Gonio and Fundus Angiography from Diagnostic and Therapeutic Aspects
por: Hamanaka, Teruhiko, et al.
Publicado: (2020)

Discriminating Healthy Optic Discs and Visible Optic Disc Drusen on Fundus Autofluorescence and Color Fundus Photography Using Deep Learning—A Pilot Study
por: Diener, Raphael, et al.
Publicado: (2023)

Automated diabetic retinopathy detection in smartphone-based fundus photography using artificial intelligence
por: Rajalakshmi, Ramachandran, et al.
Publicado: (2018)

Analysis of Color Consistency in Retinal Fundus Photography: Application of Color Management and Development of an Eye Model Standard
por: Sisson, Christye P., et al.
Publicado: (2014)

Slit lamp- and noncontact lens-assisted photography: a novel technique for color fundus photograph-like fundus imaging
por: Hosoda, Yoshikatsu, et al.
Publicado: (2014)

Automated Detection of Leakage in Fluorescein Angiography Images with Application to Malarial Retinopathy
por: Zhao, Yitian, et al.
Publicado: (2015)

Synthesizing multi-frame high-resolution fluorescein angiography images from retinal fundus images using generative adversarial networks
por: Li, Ping, et al.
Publicado: (2023)

Automatic detection of non-perfusion areas in diabetic macular edema from fundus fluorescein angiography for decision making using deep learning
por: Jin, Kai, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_snfeovenhaqpe45bt4mtu00am8