2 files

HRV parameters extracted from the MESA dataset for "Coupling analysis of heart rate variability and cortical arousal using a deep learning algorithm"

posted on 2023-01-20, 16:27 authored by Jiayan HuoJiayan Huo, Ao LiAo Li, Janet Roveda, Stuart Quan

This is the minimal dataset for the reproduction of the figures/tables for publication. The CSV file includes the mesaid(subject_id), segment information, arousal types, and HRV features that were extracted from the MESA dataset ECG channel of PSG data.

  • mesaid denotes the subject id in the MESA dataset
  • HRV features denote the time domain feature names, including SDNN, RMSSD, pNN50, and HR(Heart rate)
  • hrv_val represents the value of HRV feature
  • arousal_classes refers to the cause of the arousal, including OSA, CSA, Hypopnea, PLM, UOD, and spontaneous
  • segments means if the segment is Pre-, Intra- or Post-arousal segments, each segment is 25 seconds

For inquiries regarding the contents of this dataset, please contact the Corresponding Author listed in the README.txt file. Administrative inquiries (e.g., removal requests, trouble downloading, etc.) can be directed to data-management@arizona.edu


Usage metrics