Dataset

Mayo LBNP hypovolemia: non-invasive biomarkers during lower body negative pressure

PPGECGbpbioimpedanceZenodoCC BY 4.0Raw waveforms

This is the raw data behind a study of non-invasive biomarkers for detecting progression toward hypovolemic cardiovascular instability in a lower body negative pressure model. It covers 16 subjects with ECG, mean arterial pressure and pleth (PPG) recordings, plus electrical impedance and bioimpedance cardiography data.

  • Published: Zenodo, 2023
  • Cohort: 16 subjects
  • Model: lower body negative pressure (simulated hypovolemia)
  • License: CC BY 4.0
At a glance
Type
Dataset
Access
Not reported
Subjects
16
PPG sites
Not reported
Setting
Not reported
Wrist
No
Raw waveforms
Yes
Updated
Oct 15, 2026

Original description

Raw data associated with the study entitled "Non-Invasive Biomarkers for Detecting Progression Toward Hypovolemic Cardiovascular Instability In A Lower Body Negative Pressure Model". There were 16 subjects with 1. electrocardiogram (ECG), 2. mean arterial pressure (MAP), 3) photoplethysmography (pleth), 4) Bioimpedance Cardiography measured via a Cheetah (Startling/Medtronic) system referred to as cheetah, 5) electrical impedance from a Sentec electrical impedance tomography system, referred to as ST, and electrical impedance from a sciospec impedance analyzer, referred to as SS. Each subject underwent a lower body negative pressure (LBNP) procedure, where the LBNP was increased modeling a small hemorrhage by drawing blood to their lower extremeties. The dataset contains 5 mat (MATLAB data files), with time reported in minutes on the day of the study, i.e.10 am = 600 minutes. The file details are as follows:

LBNP data: LBNP_level_times.mat. The data contains 1 structure (LBNPinf) of length 16 (corresponding to each subject) with the following fields

ts: time vector in minutes lbnp: LBNP value at each noted time Vital Sign data: raw_labchart_data.mat. The data contains 1 structure array (Labchart) of length 16 (corresponding to each subject) with the following fields

ts: time vector in minutes ecgs: ECG data MAP: MAP data pleth: pleth data recorded from a single channel (V) Sentec EIT data: raw_av_ST_impedance_data.mat. The data contains 1 structure array (STout) of length 16 (corresponding to each subject) with the following fields

t_thx: time vector in minutes corresponding to thorax data Z_thx: average impedance data at each time over the thorax t_spl: time vector in minutes corresponding to abdomen data Z_spl: average impedance data at each time over the abdomen Sciospec EIS data: raw_sciospec_dat.mat. The data contains 1 cell array & 1 structure array (sciodat) of length 16 (corresponding to each subject).

Cell array: Locations of the Sciospec measurements: 'Thoracic', 'Abdominal', 'Arm' Sciodat fields:

sciodat structure array of length 3 corresponding to the 'Thoracic', 'Abdominal', 'Arm' locations, respectively. Each component has the following fields

tvec: time vector in minutes fs: frequencies that the impedance is recorded over (Hz) Zmat: matrix of impedance data size time versus frequency erflg: not used Bioimpedance cardiography data: raw_cheetah_bioimpedance.mat. The data contains a cell array of column labels (col_labs, 1x11) and a matrix (cheetah_db) of the BC data.

Verbatim fromDataCite· Licence: https://creativecommons.org/licenses/by/4.0/legalcode

Mayo LBNP hypovolemia: non-invasive biomarkers during lower body negative pressure: ChatPPG research summary card

Key numbers

16
Subjects
9
Reference labels
HYPOVOLEMIA, LBNP LEVEL, WEARABLE FM, DATASET

How it works

How Mayo LBNP hypovolemia: non-invasive biomarkers during lower body negative pressure works: Devices & body sites → Signals recorded → TasksSignals recorded: Mayo LBNP hypovolemia: non-invasive biomarkers during lower body negative pressure, 16 subjects, signals PPG, ECG, ABP, bioimpedance. Tasks: Hydration.Signals recordedMayo LBNP hypovolemia…16 subjectsPPGECGABPbioimpedanceTasksHydrationHydration

No model in the hub reports results on this dataset yet.

Reference labels
hypovolemia, lbnp level, wearable fm, dataset, hypovolemia, lbnp, hydration, zenodo, cc by
Device roles
Clinical reference (BP)

Models trained or evaluated on it

No model in the hub reports results on Mayo LBNP hypovolemia: non-invasive biomarkers during lower body negative pressure yet. Be the first: results submitted with a paper are added here.

Cite

@misc{mayolbnphypovolemia2026,
  title = {{Mayo LBNP hypovolemia: non-invasive biomarkers during lower body negative pressure}},
  year = {2026},
  howpublished = {Zenodo},
  doi = {10.5281/zenodo.10119428},
  url = {https://doi.org/10.5281/zenodo.10119428}
}

History

  1. Record updated