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Optical Coherence Tomography-Based Deep-Learning Models for Classifying Normal and Age-Related Macular Degeneration and Exudative and Non-Exudative Age-Related Macular Degeneration Changes

INTRODUCTION: The use of optical coherence tomography (OCT) images is increasing in the medical treatment of age-related macular degeneration (AMD), and thus, the amount of data requiring analysis is increasing. Advances in machine-learning techniques may facilitate processing of large amounts of me...

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Detalles Bibliográficos
Autores principales: Motozawa, Naohiro, An, Guangzhou, Takagi, Seiji, Kitahata, Shohei, Mandai, Michiko, Hirami, Yasuhiko, Yokota, Hideo, Akiba, Masahiro, Tsujikawa, Akitaka, Takahashi, Masayo, Kurimoto, Yasuo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Healthcare 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6858411/
https://www.ncbi.nlm.nih.gov/pubmed/31407214
http://dx.doi.org/10.1007/s40123-019-00207-y