Segmenting skin ulcers and measuring the wound area using deep convolutional networks.

•Wound area measurement assists healthcare professionals in patients’ follow-up.•Convolutional neural networks accurately segment skin ulcer wounds.•The detection of measurement tools allows measuring the pixel density of the images.•The proposed framework estimates the wound area in real-world units.