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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...
Autores principales: | Motozawa, Naohiro, An, Guangzhou, Takagi, Seiji, Kitahata, Shohei, Mandai, Michiko, Hirami, Yasuhiko, Yokota, Hideo, Akiba, Masahiro, Tsujikawa, Akitaka, Takahashi, Masayo, Kurimoto, Yasuo |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Healthcare
2019
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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 |
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