Cargando…

Deep learning–based detection of diabetic macular edema using optical coherence tomography and fundus images: A meta-analysis

Diabetic macular edema (DME) is an important cause of visual impairment in the working-age group. Deep learning methods have been developed to detect DME from two-dimensional retinal images and also from optical coherence tomography (OCT) images. The performances of these algorithms vary and often c...

Descripción completa

Detalles Bibliográficos
Autores principales:	Manikandan, Suchetha, Raman, Rajiv, Rajalakshmi, Ramachandran, Tamilselvi, S, Surya, R Janani
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Wolters Kluwer - Medknow 2023
Materias:	Review Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10391382/ https://www.ncbi.nlm.nih.gov/pubmed/37203031 http://dx.doi.org/10.4103/IJO.IJO_2614_22

Ejemplares similares

Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning
por: Varadarajan, Avinash V., et al.
Publicado: (2020)

Compliance with follow-up in patients with diabetic macular edema: Eye care center vs. diabetes care center
por: Kumar, Geetha, et al.
Publicado: (2023)

Etiology of Macular Edema Defined by Deep Learning in Optical Coherence Tomography Scans
por: Padilla-Pantoja, Fabio Daniel, et al.
Publicado: (2022)

Evaluation of Cystoid Macular Edema Using Optical Coherence Tomography and Fundus Autofluorescence after Uncomplicated Phacoemulsification Surgery
por: Şahin, Muhammed, et al.
Publicado: (2013)

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

Spectral-Domain Optical Coherence Tomography for Macular Edema
por: Badaró, Emmerson, et al.
Publicado: (2014)

Communications between intraretinal and subretinal space on optical coherence tomography of neurosensory retinal detachment in diabetic macular edema
por: Gupta, Aditi, et al.
Publicado: (2013)

Deep Learning Fundus Image Analysis for Diabetic Retinopathy and Macular Edema Grading
por: Sahlsten, Jaakko, et al.
Publicado: (2019)

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

Macular edema in the era of spectral-domain optical coherence tomography
por: Hunter, Allan, et al.
Publicado: (2013)

Identifying Diabetic Macular Edema and Other Retinal Diseases by Optical Coherence Tomography Image and Multiscale Deep Learning
por: Zhang, Quan, et al.
Publicado: (2020)

Deep Learning Classification of Drusen, Choroidal Neovascularization, and Diabetic Macular Edema in Optical Coherence Tomography (OCT) Images
por: Riazi Esfahani, Parsa, et al.
Publicado: (2023)

Narrative review of artificial intelligence in diabetic macular edema: Diagnosis and predicting treatment response using optical coherence tomography
por: Chakroborty, Sandipan, et al.
Publicado: (2021)

Comparison of Macular Thickness in Diabetic Macular Edema Using Spectral-Domain Optical Coherence Tomography and Time-Domain Optical Coherence Tomography
por: Kakinoki, Masashi, et al.
Publicado: (2012)

Preliminary Report on Optical Coherence Tomography Angiography Biomarkers in Non-Responders and Responders to Intravitreal Anti-VEGF Injection for Diabetic Macular Oedema
por: Chouhan, Sanjana, 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)

Macular thickness measurements using Copernicus Spectral Domain Optical Coherence Tomography
por: Gella, Laxmi, et al.
Publicado: (2015)

Behavior of hyperreflective spots noted on optical coherence tomography following intravitreal therapy in diabetic macular edema: A systematic review and meta-analysis
por: Ganne, Pratyusha, et al.
Publicado: (2021)

Intravitreal anti-vascular endothelial growth factor with and without topical non-steroidal anti-inflammatory in centre-involving diabetic macular edema
por: Mohan, Sashwanthi, et al.
Publicado: (2021)

DETECTION OF MORPHOLOGIC PATTERNS OF DIABETIC MACULAR EDEMA USING A DEEP LEARNING APPROACH BASED ON OPTICAL COHERENCE TOMOGRAPHY IMAGES
por: Wu, Qiaowei, et al.
Publicado: (2021)

Elastic Deformation of Optical Coherence Tomography Images of Diabetic Macular Edema for Deep-Learning Models Training: How Far to Go?
Publicado: (2023)

Macular and Optic Disc Parameters in Children with Amblyopic and Nonamblyopic Eyes under Optical Coherence Tomography Fundus Images
por: Zhu, Dan, et al.
Publicado: (2022)

Comparison of fundus fluorescein angiography, optical coherence tomography and optical coherence tomography angiography features of macular changes in Eales disease: a case series
por: Rajurkar, Ketaki, et al.
Publicado: (2020)

Optical Coherence Tomography Angiography as an Imaging Modality for Evaluation of Diabetic Macular Edema
por: Vangipuram, Gautam, et al.
Publicado: (2017)

Optical coherence tomography findings predictive of response to treatment in diabetic macular edema
por: Cho, Young Joo, et al.
Publicado: (2018)

Optical coherence tomography patterns of diabetic macular edema in a Saudi population
por: Yassin, Sanaa A, et al.
Publicado: (2019)

Optical Coherence Tomography (Angiography) Biomarkers in the Assessment and Monitoring of Diabetic Macular Edema
por: Suciu, Corina-Iuliana, et al.
Publicado: (2020)

Large-cube 30° × 25° optical coherence tomography in diabetic macular edema
por: Mahdjoubi, Amir, et al.
Publicado: (2021)

Optical coherence tomography angiography metrics in different stages of diabetic macular edema
por: Han, Ruyi, et al.
Publicado: (2022)

Optical coherence tomography angiography in intermediate uveitis-related cystoid macular edema
por: Alizadeh Ghavidel, Leila, et al.
Publicado: (2022)

Response to comment on: Intravitreal anti-vascular endothelial growth factor with and without topical non-steroidal anti-inflammatory in centre-involving diabetic macular edema
por: Mohan, Sashwanthi, et al.
Publicado: (2022)

MACULAR ATROPHY FINDINGS BY OPTICAL COHERENCE TOMOGRAPHY ANGIOGRAPHY COMPARED WITH FUNDUS AUTOFLUORESCENCE IN TREATED EXUDATIVE AGE-RELATED MACULAR DEGENERATION
por: Takasago, Yukari, et al.
Publicado: (2019)

Assessment of optical coherence tomography angiography and multifocal electroretinography in eyes with and without nonproliferative diabetic retinopathy
por: Srinivasan, Sangeetha, et al.
Publicado: (2021)

Predicting Optical Coherence Tomography-Derived High Myopia Grades From Fundus Photographs Using Deep Learning
por: Wu, Zhenquan, et al.
Publicado: (2022)

Morphological and functional changes in spectral domain optical coherence tomography and microperimetry in macular microhole variants: Spectral domain optical coherence tomography and microperimetry correlation
por: Gella, Laxmi, et al.
Publicado: (2012)

Multifocal Electroretinogram in Diabetic Macular Edema; Correlation with Visual Acuity and Optical Coherence Tomography
por: Tehrani, Neda Mazahery, et al.
Publicado: (2015)

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

Commentary: Hyperreflective foci on optical coherence tomography and their clinical implications in diabetic macular edema
por: Deb, Amit K, et al.
Publicado: (2021)

Interleaved Optical Coherence Tomography: Clinical and Laboratory Biomarkers in Patients with Diabetic Macular Edema
por: Suciu, Corina-Iuliana, et al.
Publicado: (2022)

Quantitative Parameters Relevant for Diabetic Macular Edema Evaluation by Optical Coherence Tomography Angiography
por: Lazăr, Alina-Simona, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_ffi7p1uc2rpjp7ev6f5lkjq3ak