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Exploiting the Generative Adversarial Network Approach to Create a Synthetic Topography Corneal Image

Corneal diseases are the most common eye disorders. Deep learning techniques are used to perform automated diagnoses of cornea. Deep learning networks require large-scale annotated datasets, which is conceded as a weakness of deep learning. In this work, a method for synthesizing medical images usin...

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Detalles Bibliográficos
Autores principales: Jameel, Samer Kais, Aydin, Sezgin, Ghaeb, Nebras H., Majidpour, Jafar, Rashid, Tarik A., Salih, Sinan Q., JosephNg, Poh Soon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9775139/
https://www.ncbi.nlm.nih.gov/pubmed/36551316
http://dx.doi.org/10.3390/biom12121888