A Novel Fundus Image Reading Tool for Efficient Generation of a Multi-dimensional Categorical Image Database for Machine Learning Algorithm Training

BACKGROUND: We described a novel multi-step retinal fundus image reading system for providing high-quality large data for machine learning algorithms, and assessed the grader variability in the large-scale dataset generated with this system. METHODS: A 5-step retinal fundus image reading tool was de...

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Detalles Bibliográficos
Publicado en:J Korean Med Sci
Main Authors: Park, Sang Jun, Shin, Joo Young, Kim, Sangkeun, Son, Jaemin, Jung, Kyu-Hwan, Park, Kyu Hyung
Formato: Artigo
Idioma:Inglês
Publicado: The Korean Academy of Medical Sciences 2018
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Original Article
Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC6193885/
https://ncbi.nlm.nih.gov/pubmed/30344460
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3346/jkms.2018.33.e239
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