ADZUS uses self-attention maps from pretrained Stable Diffusion to segment diabetic foot ulcers with no labeled training data, achieving IoU 86.68% on the chronic wound dataset.
Diabetic Foot Ulcers and Their Recurrence,
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Beyond Labels: Zero-Shot Diabetic Foot Ulcer Wound Segmentation with Self-attention Diffusion Models and the Potential for Text-Guided Customization
ADZUS uses self-attention maps from pretrained Stable Diffusion to segment diabetic foot ulcers with no labeled training data, achieving IoU 86.68% on the chronic wound dataset.