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

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 unknown. Here,...

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Detalles Bibliográficos
Autores principales: Li, Zhongwen, Jiang, Jiewei, Qiang, Wei, Guo, Liufei, Liu, Xiaotian, Weng, Hongfei, Wu, Shanjun, Zheng, Qinxiang, Chen, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8577078/
https://www.ncbi.nlm.nih.gov/pubmed/34778732
http://dx.doi.org/10.1016/j.isci.2021.103317

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8577078/
https://www.ncbi.nlm.nih.gov/pubmed/34778732
http://dx.doi.org/10.1016/j.isci.2021.103317

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