Description
The dataset consists of calculated values of entropy of 75 000 intervals between consecutive heartbeats (RR intervals) for 29 patients with congestive heart failure (CHF). The original data were taken from PhysioNet Congestive Heart Failure RR Interval Database (cf. Goldberger A., Amaral L., Glass L., Hausdorff J., Ivanov P.C., Mark R., Mietus J.E., Moody G.B., Peng C.K., Stanley H.E., PhysioBank, PhysioToolkit, and PhysioNet: Components of a new research resource for complex physiologic signals. Circulation [Online], 2000, 101 (23), s. e215 – e220).
Each signal was cleared from potential artifacts by the following procedure: each RR interval that differs by more than 30% from the mean of the 6 previous samples was changed by that mean.
Block Entropy was computed for the length of the sliding windows D = 2, 3, …, 8 and regions Q = 2, 3. In addition, the means and standard deviations in the group for each D were computed.
The dataset constitute complementary material to the preprint by K. Tessmer „Application of entropy-based methods to distinguish healthy individuals with normal sinus rhythm from patients with congestive heart failure” 2021.
Dataset file
hexmd5(md5(part1)+md5(part2)+...)-{parts_count}
where a single part of the file is 512 MB in size.Example script for calculation:
https://github.com/antespi/s3md5
File details
- License:
-
open in new tabCC BYAttribution
Details
- Year of publication:
- 2021
- Verification date:
- 2021-05-12
- Dataset language:
- English
- Fields of science:
-
- biomedical engineering (Engineering and Technology)
- mathematics (Natural sciences)
- DOI:
- DOI ID 10.34808/1qm8-1r82 open in new tab
- Verified by:
- Gdańsk University of Technology
Keywords
References
- dataset The values of Permutation Entropy for individuals with Normal Sinus Rhythm
- dataset The values of Permutation Entropy for patients with Congestive Heart Failure
- dataset The values of Block Entropy for individuals with Normal Sinus Rhythm
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