Assessing Non-Specific Neck Pain through Pose Estimation from Images Based on Ensemble Learning.

Jiunn-Horng KangEn-Han HsiehCheng-Yang LeeYi-Ming SunTzong-Yi LeeJustin Bo-Kai HsuTzu-Hao Chang

Published in: Life (Basel, Switzerland) (2023)

We developed a predictive model for the identification of non-specific neck pain using 2D video images without the need for costly devices, advanced environment settings, or extra sensors. This method could provide an effective way for clinically evaluating poor posture during real-world computer usage scenarios.

Keyphrases

deep learning
convolutional neural network
optical coherence tomography
climate change
machine learning
low cost
bioinformatics analysis
neural network