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A lightweight deep learning model for automatic segmentation and analysis of ophthalmic images

Detection, diagnosis, and treatment of ophthalmic diseases depend on extraction of information (features and/or their dimensions) from the images. Deep learning (DL) model are crucial for the automation of it. Here, we report on the development of a lightweight DL model, which can precisely segment/...

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Detalles Bibliográficos
Autores principales: Sharma, Parmanand, Ninomiya, Takahiro, Omodaka, Kazuko, Takahashi, Naoki, Miya, Takehiro, Himori, Noriko, Okatani, Takayuki, Nakazawa, Toru
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9122907/
https://www.ncbi.nlm.nih.gov/pubmed/35595784
http://dx.doi.org/10.1038/s41598-022-12486-w