Applied Deep Learning in Plastic Surgery: Classifying Rhinoplasty With a Mobile App.
Journal:
The Journal of craniofacial surgery
Published Date:
Jan 1, 2020
Abstract
BACKGROUND: Advances in deep learning (DL) have been transformative in computer vision and natural language processing, as well as in healthcare. The authors present a novel application of DL to plastic surgery. Here, the authors describe and demonstrate the mobile deployment of a deep neural network that predicts rhinoplasty status, assess model accuracy compared to surgeons, and describe future directions for such applications in plastic surgery.