Cargando…

Automated Recognition of Retinal Pigment Epithelium Cells on Limited Training Samples Using Neural Networks

PURPOSE: To develop a neural network (NN)–based approach, with limited training resources, that identifies and counts the number of retinal pigment epithelium (RPE) cells in confocal microscopy images obtained from cell culture or mice RPE/choroid flat-mounts. METHODS: Training and testing dataset c...

Descripción completa

Detalles Bibliográficos
Autores principales:	Gao, Qitong, Xu, Ying, Amason, Joshua, Loksztejn, Anna, Cousins, Scott, Pajic, Miroslav, Hadziahmetovic, Majda
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	The Association for Research in Vision and Ophthalmology 2020
Materias:	Special Issue
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7414692/ https://www.ncbi.nlm.nih.gov/pubmed/32832204 http://dx.doi.org/10.1167/tvst.9.2.31

Ejemplares similares

Automated Identification of Referable Retinal Pathology in Teleophthalmology Setting
por: Gao, Qitong, et al.
Publicado: (2021)

Activated Retinal Pigment Epithelium, an Optical Coherence Tomography Biomarker for Progression in Age-Related Macular Degeneration
por: Curcio, Christine A., et al.
Publicado: (2017)

Phagocytosis by the Retinal Pigment Epithelium: Recognition, Resolution, Recycling
por: Kwon, Whijin, et al.
Publicado: (2020)

Selective Large-Area Retinal Pigment Epithelial Removal by Microsecond Laser in Preparation for Cell Therapy
por: Burri, Christian, et al.
Publicado: (2021)

Automated Segmentation of Retinal Fluid Volumes From Structural and Angiographic Optical Coherence Tomography Using Deep Learning
por: Guo, Yukun, et al.
Publicado: (2020)

Evaluation of focal damage in the retinal pigment epithelium layer in serous retinal pigment epithelium detachment
por: Miura, Masahiro, et al.
Publicado: (2019)

Translocation of the retinal pigment epithelium and formation of sub-retinal pigment epithelium deposit induced by subretinal deposit
por: Zhao, Lian, et al.
Publicado: (2007)

Setting Eyes on the Retinal Pigment Epithelium
por: Moreno-Marmol, Tania, et al.
Publicado: (2018)

Functions and Diseases of the Retinal Pigment Epithelium
por: Yang, Song, et al.
Publicado: (2021)

Bestrophin 2 is expressed in human non-pigmented ciliary epithelium but not retinal pigment epithelium
por: Zhang, Youwen, et al.
Publicado: (2010)

Detection of Retinal Pigment Epithelium-Specific Antibody in iPSC-Derived Retinal Pigment Epithelium Transplantation Models
por: Sugita, Sunao, et al.
Publicado: (2017)

Impact of drusen and drusenoid retinal pigment epithelium elevation size and structure on the integrity of the retinal pigment epithelium layer
por: Schlanitz, Ferdinand, et al.
Publicado: (2019)

Common clinical features of unilateral retinal pigment epithelium dysgenesis and combined hamartoma of the retina and retinal pigment epithelium
por: Zhu, Zhe, et al.
Publicado: (2022)

A Deep-Learning Approach for Automated OCT En-Face Retinal Vessel Segmentation in Cases of Optic Disc Swelling Using Multiple En-Face Images as Input
por: Islam, Mohammad Shafkat, et al.
Publicado: (2020)

Automated evaluation of retinal pigment epithelium disease area in eyes with age-related macular degeneration
por: Motozawa, Naohiro, et al.
Publicado: (2022)

Components of the cytoskeleton in the retinal pigmented epithelium of the chick
Publicado: (1985)

Retinal Pigment Epithelium Derived Stem Cells
por: Hiscott, Paul, et al.
Publicado: (2009)

Characterization of the retinal pigment epithelium in Friedreich ataxia
por: Crombie, Duncan E., et al.
Publicado: (2015)

Retinal pigment epithelium changes in Kartagener syndrome
por: Garcia, Maria D., et al.
Publicado: (2018)

Simple Congenital Hamartoma of the Retinal Pigment Epithelium
por: Nakatsuka, Austin S., et al.
Publicado: (2020)

Circadian Regulation of Retinal Pigment Epithelium Function
por: Baba, Kenkichi, et al.
Publicado: (2022)

Retinal Implantation of Electronic Vision Prostheses to Treat Retinitis Pigmentosa: A Systematic Review
por: Hallum, Luke E., et al.
Publicado: (2021)

Stem Cell Derived Retinal Pigment Epithelium: The Role of Pigmentation as Maturation Marker and Gene Expression Profile Comparison with Human Endogenous Retinal Pigment Epithelium.
por: Bennis, A., et al.
Publicado: (2017)

Reprogramming of the chick retinal pigmented epithelium after retinal injury
por: Luz-Madrigal, Agustin, et al.
Publicado: (2014)

Involvement of the Retinal Pigment Epithelium in the Development of Retinal Lattice Degeneration
por: Mizuno, Hiroshi, et al.
Publicado: (2020)

Shared Features in Retinal Disorders With Involvement of Retinal Pigment Epithelium
por: Sparrow, Janet R., et al.
Publicado: (2021)

Retinal Pigment Epithelium Remodeling in Mouse Models of Retinitis Pigmentosa
por: Napoli, Debora, et al.
Publicado: (2021)

High-Fluence Accelerated Epithelium-Off Corneal Cross-Linking Protocol Provides Dresden Protocol–Like Corneal Strengthening
por: Abrishamchi, Reyhaneh, et al.
Publicado: (2021)

Transfer Learning for Automated OCTA Detection of Diabetic Retinopathy
por: Le, David, et al.
Publicado: (2020)

Photoreceptor Transplantation in Late Stage Retinal Degeneration
por: Reh, Thomas A.
Publicado: (2016)

Photoreceptor-Based Biomarkers in AOSLO Retinal Imaging
por: Litts, Katie M., et al.
Publicado: (2017)

An interpretable method for automated classification of spoken transcripts and written text
por: Wahde, Mattias, et al.
Publicado: (2023)

Stem Cell Sources and Their Potential for the Treatment of Retinal Degenerations
por: Canto-Soler, Valeria, et al.
Publicado: (2016)

Outer Retinal Cell Replacement: Putting the Pieces Together
por: Ludwig, Allison L., et al.
Publicado: (2021)

Cancer-associated Nummular Loss of the Retinal Pigment Epithelium
por: Lee, Jun Mok, et al.
Publicado: (2007)

Localizations of visual cycle components in retinal pigment epithelium
por: Huang, Jing, et al.
Publicado: (2009)

Functional annotation of the human retinal pigment epithelium transcriptome
por: Booij, Judith C, et al.
Publicado: (2009)

Age-Related Changes in the Retinal Pigment Epithelium (RPE)
por: Gu, Xiaorong, et al.
Publicado: (2012)

Congenital hypertrophy of the retinal pigment epithelium in Gardner's syndrome
por: Laghmari, Mina, et al.
Publicado: (2014)

Infection of Human Retinal Pigment Epithelium with Chlamydia trachomatis
por: Boiko, Ernest, et al.
Publicado: (2015)

Cannot write session to /tmp/vufind_sessions/sess_a8v0offb33aqt94s88bfrekhoj