Utilization of Smartphone Depth Mapping Cameras for App-Based Grading of Facial Movement Disorders: Development and Feasibility Study.

Johannes Taeger Stefanie Bischoff Rudolf Hagen Kristen Rak

Published in: JMIR mHealth and uHealth (2021)

Based on the experience with the app prototype assessing healthy subjects, the use of the TrueDepth camera should have considerable potential for app-based grading of facial movement disorders. The app and its algorithm, which is based on theoretical considerations, should be evaluated in a prospective clinical study and correlated with common facial scores.

Keyphrases

soft tissue
machine learning
high resolution
deep learning
high density
neural network