PiPViT combines vision transformers and prototype learning to classify retinal OCT scans while showing the spatial extent of the biomarker that drove the decision.
Interpretable detection of epiretinal membrane from optical coherence tomography with deep neural networks
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PiPViT: Patch-based Visual Interpretable Prototypes for Retinal Image Analysis
PiPViT combines vision transformers and prototype learning to classify retinal OCT scans while showing the spatial extent of the biomarker that drove the decision.