Autonomous diagnosis of pediatric cutaneous vascular anomalies using a convolutional neural network.

Objectives: Design and validate a novel handheld device for the autonomous diagnosis of pediatric vascular anomalies using a convolutional neural network (CNN).

Study Design: Retrospective, cross-sectional study of medical images. Computer aided design and 3D printed manufacturing.