Figure 1.

Deep learning framework for fungal keratitis diagnosis based on slit-lamp images. (A) Model architecture, including the segmentation model and classification model (DenseNet161). (B) Architecture of DenseNet161, which was the deep learning neural network selected as the basis for this study.