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

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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Bibliographic Details
Main Authors: Ning Hung, Andy Kuan-Yu Shih, Chihung Lin, Ming-Tse Kuo, Yih-Shiou Hwang, Wei-Chi Wu, Chang-Fu Kuo, Eugene Yu-Chuan Kang, Ching-Hsi Hsiao
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Diagnostics
Subjects:
deep learning
infectious keratitis
cropped corneal image
slit-lamp images
Online Access:https://www.mdpi.com/2075-4418/11/7/1246

Internet

https://www.mdpi.com/2075-4418/11/7/1246

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