Software Open Access
Generalized Multiscale Entropy Analysis
Published: Feb. 2, 2019. Version: 1.0.0
Please include the standard citation for PhysioNet:
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Goldberger, A., Amaral, L., Glass, L., Hausdorff, J., Ivanov, P. C., Mark, R., ... & Stanley, H. E. (2000). PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Circulation [Online]. 101 (23), pp. e215–e220.
The method of generalized multiscale entropy (GMSE) analysis is useful for investigating complexity in physiologic signals and other series that have correlations at multiple (time) scales. It represents a generalization of the original method of multiscale entropy analysis.
A tutorial about generalized multiscale entropy analysis is available in the tutorial directory. It discusses various methods for calculating a coarse-grained time series, and the impact of this choice on the multiscale entropy calculation. The results are illustrated using simulated data as well as real inter-beat interval data.
The software described in the tutorial in is gmse.c.
Access
Access Policy:
Anyone can access the files, as long as they conform to the terms of the specified license.
License (for files):
Open Data Commons Attribution License v1.0
Discovery
Topics:
entropy
complexity
Corresponding Author
Files
Total uncompressed size: 2.6 MB.
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