Using Slit-Lamp Images for Deep Learning-Based Identification of Bacterial and Fungal Keratitis: Model Development and Validation with Different Convolutional Neural Networks

In this study, we aimed to develop a deep learning model for identifying bacterial keratitis (BK) and fungal keratitis (FK) by using slit-lamp images. We retrospectively collected slit-lamp images of patients with culture-proven microbial keratitis between 1 January 2010 and 31 December 2019 from tw...

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Vydáno v:Diagnostics (Basel)
Hlavní autoři: Hung, Ning, Shih, Andy Kuan-Yu, Lin, Chihung, Kuo, Ming-Tse, Hwang, Yih-Shiou, Wu, Wei-Chi, Kuo, Chang-Fu, Kang, Eugene Yu-Chuan, Hsiao, Ching-Hsi
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2021
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8307675/
https://ncbi.nlm.nih.gov/pubmed/34359329
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/diagnostics11071246
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