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MICCAI endorsed event Acute and chronic nonhealing wounds represent a heavy burden to healthcare systems, affecting millions of patients around the world . Accurate measurement of wound areas is an important part of the diagnosis and care protocol since it is crucial to provide quantitative parameters to monitor the wound healing trajectory and to determine future interventions. Unfortunately, Manual measurement is time-consuming and often inaccurate which can cause a negative impact ondoi:10.5281/zenodo.4575313 fatcat:e2gwi6yp2rbcjj7qwv5epwvsfi