The application discloses a method and
system for evaluating CAR-T treatment related
neurotoxicity based on behavior characteristics, relates to the technical field of medical behavior analysis, and provides the following scheme, which comprises the following steps: synchronously collecting
angular velocity time series data of double upper limbs of a patient and electromyographic signals corresponding to
muscle surfaces of the double upper limbs; performing
frequency band optimization filtering on the
angular velocity time series data of the double upper limbs respectively; generating
angular velocity waveforms; taking a wave peak time point of the angular
velocity waveform as a reference; extending forward for a preset time length; and calculating an energy integral curve of the electromyographic signals. The angular velocity
time series data of the double upper limbs is processed through
frequency band optimization to generate angular velocity waveforms, the energy integral curve of the electromyographic signals is extracted forward based on the wave peak time point of the angular velocity, candidate time points are obtained, and local cross-
correlation analysis is enabled to locate and intercept points when the wave
peak value is lower than a preset threshold, so that the problem of missing weak tremor signals is solved, effective detection and reliable interception of low-amplitude tremors are realized, and
weak signal features are avoided from being lost.