Figure 1
From: A Convenient Non-harm Cervical Spondylosis Intelligent Identity method based on Machine Learning

The CS identify based on sEMG and machine learning. Firstly, users perform a set of movements according to instructions. Secondly, the portable sEMG device acquire sEMG signals of the user and send it to the smart terminal. Finally, the EasiAI, an intelligent CS identification model, predict the state of user using the sEMG signals and return the report which shows whether the user suffer from the CS.