A Deep Learning Approach to Vascular Structure Segmentation in Dermoscopy Colour Images.

Vascular structures due to small size and similarity to other local structures create enormous difficulties during the segmentation and assessment process. The use of advanced segmentation methods like deep learning, especially convolutional neural networks, has the potential to improve the accuracy of advanced local structure detection.