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Facilitating deep learning through preprocessing of optical coherence tomography images

BACKGROUND: While deep learning has delivered promising results in the field of ophthalmology, the hurdle to complete a deep learning study is high. In this study, we aim to facilitate small scale model trainings by exploring the role of preprocessing to reduce computational burden and accelerate le...

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Detalles Bibliográficos
Autores principales: Li, Anfei, Winebrake, James P, Kovacs, Kyle
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10108538/
https://www.ncbi.nlm.nih.gov/pubmed/37069534
http://dx.doi.org/10.1186/s12886-023-02916-2