Comparison of deep learning systems and cornea specialists in detecting corneal diseases from low-quality images

Summary: The performance of deep learning in disease detection from high-quality clinical images is identical to and even greater than that of human doctors. However, in low-quality images, deep learning performs poorly. Whether human doctors also have poor performance in low-quality images is unkno...

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Autores principales: Zhongwen Li, Jiewei Jiang, Wei Qiang, Liufei Guo, Xiaotian Liu, Hongfei Weng, Shanjun Wu, Qinxiang Zheng, Wei Chen
Formato: article
Lenguaje:EN
Publicado: Elsevier 2021
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Acceso en línea:https://doaj.org/article/9b93422a7e1e42fcba8ab69db7af6fd6
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