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Time series analysis of tensiomyography (TMG) data

Project description

TMG Toolkit

Utilities for time-series analysis of tensiomyography (TMG) measurement data.

Features include:

  • Extract TMG measurements from a standard TMG Excel file format.
  • Compute the standard TMG parameters Dm, Td, Tc, Ts, and Tr of a time series signal.
  • Compute the derivative of a time series signal.
  • Find accurate extremum values and times of a time series signal using polynomial interpolation.
  • Perform statistical parametric mapping (SPM) analysis of time series signals.
  • Plot time series signals and the results of SPM analysis.

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