Cargando…

Deep learning assisted detection of glaucomatous optic neuropathy and potential designs for a generalizable model

PURPOSE: To evaluate ways to improve the generalizability of a deep learning algorithm for identifying glaucomatous optic neuropathy (GON) using a limited number of fundus photographs, as well as the key features being used for classification. METHODS: A total of 944 fundus images from Taipei Vetera...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ko, Yu-Chieh, Wey, Shih-Yu, Chen, Wei-Ta, Chang, Yu-Fan, Chen, Mei-Ju, Chiou, Shih-Hwa, Liu, Catherine Jui-Ling, Lee, Chen-Yi
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2020
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7224540/ https://www.ncbi.nlm.nih.gov/pubmed/32407355 http://dx.doi.org/10.1371/journal.pone.0233079

Ejemplares similares

Effect of cold provocation on vessel density in eyes with primary open angle glaucoma: An optical coherence tomography angiography study
por: Chou, Wei-Yi, et al.
Publicado: (2019)

Glaucomatocyclitic crisis and glaucomatous optic neuropathy
por: Wu, Kwou-Yeung
Publicado: (2015)

The Role of Autophagy in Glaucomatous Optic Neuropathy
por: Adornetto, Annagrazia, et al.
Publicado: (2020)

Glaucomatous Optic Neuropathy: The Dark Side of the Moon
por: Yazdani, Shahin
Publicado: (2021)

The two sides of cytokine signaling and glaucomatous optic neuropathy
por: Huang, Ping, et al.
Publicado: (2009)

The two sides of cytokine signaling and glaucomatous optic neuropathy
por: Huang, Ping, et al.
Publicado: (2009)

Glaucomatous Optic Neuropathy Management: the Role of Neuroprotective Agents
por: L. Shahsuvaryan, Marianne
Publicado: (2013)

Bilateral Glaucomatous Optic Neuropathy Caused by Eye Rubbing
por: Savastano, Alfonso, et al.
Publicado: (2015)

Comparison of Optic Disc Morphology of Optic Nerve Atrophy between Compressive Optic Neuropathy and Glaucomatous Optic Neuropathy
por: Hata, Masayuki, et al.
Publicado: (2014)

Performance of Deep Learning Architectures and Transfer Learning for Detecting Glaucomatous Optic Neuropathy in Fundus Photographs
por: Christopher, Mark, et al.
Publicado: (2018)

Structural and functional differentiation between compressive and glaucomatous optic neuropathy
por: Laowanapiban, Poramaet, et al.
Publicado: (2022)

Ischaemia in the Zinn–Haller circle and glaucomatous optic neuropathy in macaque monkeys
por: Hiraoka, Mari, et al.
Publicado: (2012)

Crystallins Are Regulated Biomarkers for Monitoring Topical Therapy of Glaucomatous Optic Neuropathy
por: Prokosch, Verena, et al.
Publicado: (2013)

NON-GLAUCOMATOUS OPTIC NEUROPATHY IN IBADAN: EXTRAPOLATIONS TO HEALTHCARE FUNDING IN NIGERIA
por: Ogun, OA, et al.
Publicado: (2014)

Osteopontin drives retinal ganglion cell resiliency in glaucomatous optic neuropathy
por: Zhao, Mengya, et al.
Publicado: (2023)

Discriminating Between Compressive Optic Neuropathy With Glaucoma-Like Cupping and Glaucomatous Optic Neuropathy Using OCT and OCTA
por: Lei, Kun, et al.
Publicado: (2023)

A case of superior segmental optic hypoplasia accompanied by a glaucomatous optic neuropathy
por: Ohguro, Ikuyo, et al.
Publicado: (2008)

Comparison of glaucomatous from non-glaucomatous optic neuropathy using Bruch’s membrane opening minimum rim width optical coherence tomography measurements
por: Gosalia, Hirika, et al.
Publicado: (2023)

Automated macular segmentation can distinguish glaucomatous from compressive optic neuropathy
por: Soares, Ricardo Machado, et al.
Publicado: (2023)

Development of topical chitosan/ β-glycerophosphate-based hydrogel loaded with levofloxacin in the treatment of keratitis: An ex-vivo study
por: Chang, Yu-Fan, et al.
Publicado: (2021)

Anti-apoptotic and autophagic effect: Using conditioned medium from human bone marrow mesenchymal stem cells to treat human trabecular meshwork cells
por: Chang, Yu-Fan, et al.
Publicado: (2022)

A preliminary study of the neuroprotective role of citicoline eye drops in glaucomatous optic neuropathy
por: Roberti, Gloria, et al.
Publicado: (2014)

Neurophthalmological conditions mimicking glaucomatous optic neuropathy: analysis of the most common causes of misdiagnosis
por: Dias, Diego Torres, et al.
Publicado: (2017)

Mesenchymal stem and non-stem cell surgery, rescue, and regeneration in glaucomatous optic neuropathy
por: Limoli, Paolo Giuseppe, et al.
Publicado: (2021)

Prevalence of glaucoma in the elderly population in Taiwan: The Shihpai Eye Study
por: Kuo, Che-Yuan, et al.
Publicado: (2020)

Natural history of glaucomatous optic neuropathy in highly myopic Chinese: study protocol for a registry cohort study
por: Song, Yunhe, et al.
Publicado: (2020)

Optic Disc and Macular Vessel Density Measured by Optical Coherence Tomography Angiography in Open-Angle and Angle-Closure Glaucoma
por: Hou, Tzu-Yu, et al.
Publicado: (2020)

Three-Dimensional Multi-Task Deep Learning Model to Detect Glaucomatous Optic Neuropathy and Myopic Features From Optical Coherence Tomography Scans: A Retrospective Multi-Centre Study
por: Ran, An Ran, et al.
Publicado: (2022)

Differentiating Glaucomatous from Non-Glaucomatous Optic Nerve Cupping by Optical Coherence Tomography
por: Gupta, Preeya K, et al.
Publicado: (2011)

Reversal of a glaucomatous optic disc pit
por: Kim, Bum Gi, et al.
Publicado: (2021)

Photopic negative response of full-field electroretinography in patients with different stages of glaucomatous optic neuropathy
por: Kirkiewicz, Marta, et al.
Publicado: (2016)

Association of obstructive sleep apnea/hypopnea syndrome with glaucomatous optic neuropathy and ocular blood flow
por: Dalianis, Georgios, et al.
Publicado: (2021)

The Role of miR-29 Family in TGF-β Driven Fibrosis in Glaucomatous Optic Neuropathy
por: Smyth, Aoife, et al.
Publicado: (2022)

Infrared- and white-light retinal sensitivity in glaucomatous neuropathy
por: Łabuz, Grzegorz, et al.
Publicado: (2022)

Multi-Dataset Comparison of Vision Transformers and Convolutional Neural Networks for Detecting Glaucomatous Optic Neuropathy from Fundus Photographs
por: Hwang, Elizabeth E., et al.
Publicado: (2023)

In vivo Pharmacological Evaluations of Pilocarpine-Loaded Antioxidant-Functionalized Biodegradable Thermogels in Glaucomatous Rabbits
por: Chou, Shih-Feng, et al.
Publicado: (2017)

Crowdsourcing as a Screening Tool to Detect Clinical Features of Glaucomatous Optic Neuropathy from Digital Photography
por: Mitry, Danny, et al.
Publicado: (2015)

Glaucomatous optic neuropathy treatment options: the promise of novel therapeutics, techniques and tools to help preserve vision
por: Sharif, Najam A.
Publicado: (2018)

Long segment 3D double inversion recovery (DIR) hypersignal on MRI in glaucomatous optic neuropathy
por: Sartoretti, Thomas, et al.
Publicado: (2019)

Test of a Retinal Nerve Fiber Bundle Trajectory Model Using Eyes With Glaucomatous Optic Neuropathy
por: Zemborain, Zane Zenon, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_6gpsc7n8ma7t1q8ru1ca0nvt9r