Convolutional neural network-based skin image segmentation model to improve classification of skin diseases in conventional and non-standardized picture images.

Our CNN segmentation model, which automatically extracts lesions and segmented images of the skin area regardless of image fields, will reduce the burden of physician annotation and improve CAD performance.