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(A) Performance comparison for brightfield and DUET fluorescence models trained on the same set of training images (brightfield AUC = 0.89, Deep-DUET AUC = 0.94). (B) Example prediction outputs from both fluorescence and the same model trained using brightfield images. Missing regions of collagen were identified throughout predictions made using the model trained on brightfield data.
