Bed-Based Ballistocardiography Dataset

This dataset of heart-driven signals collected from 40 participants, under Kansas State University IRB protocol #9386, includes ballistocardiograms (BCGs) and time-aligned electrocardiograms (ECGs), photoplethysmograms (PPGs), and blood pressure waveforms. The BCGs were collected from a custom, bed-based ballistocardiographic system comprised of four electromechanical films and four load cells. Affiliated cardiopulmonary signals were acquired using a GE Datex CardioCap 5 patient monitor (which collected ECG and PPG data) and a Finapres Medical Systems Finometer PRO (which provided continuous reconstructed brachial artery pressure waveforms and derived cardiovascular parameters). See our publication in Sensors for a complete description of the system used to collect this dataset. Carlson, C.; Turpin, V.-R.; Suliman, A.; Ade, C.; Warren, S.; Thompson, D.E.; Bed-Based Ballistocardiography: Dataset and Ability to Track Cardiovascular Parameters. Sensors 2021, 21, 156. https://doi.org/10.3390/s21010156

本数据集采集自40名受试者的心脏相关信号，遵循堪萨斯州立大学伦理审查委员会（Institutional Review Board, IRB）编号为9386的实验方案，包含心冲击图（ballistocardiograms, BCGs）以及时间对齐的心电图（electrocardiograms, ECGs）、光电容积描记图（photoplethysmograms, PPGs）与血压波形。心冲击图数据通过定制的床载式心冲击描记系统采集，该系统由4片机电薄膜与4个称重传感器组成。配套心肺信号分别通过GE Datex CardioCap 5患者监护仪（采集ECG与PPG数据）以及Finapres医疗系统Finometer PRO设备获取，后者可提供连续重建的肱动脉压力波形并导出相关心血管参数。有关本数据集采集系统的完整说明，请参阅我们发表于《Sensors》期刊的论文：Carlson, C.; Turpin, V.-R.; Suliman, A.; Ade, C.; Warren, S.; Thompson, D.E. 床载式心冲击描记术：数据集与心血管参数追踪能力. Sensors 2021, 21, 156. https://doi.org/10.3390/s21010156

搜集汇总

背景与挑战

背景概述

该数据集是一个床式心冲击图数据集，包含来自40名参与者的心脏驱动信号，主要采集了床式心冲击图（BCG）以及时间对齐的心电图（ECG）、光电容积脉搏波（PPG）和血压波形。数据集使用自定义床式系统和专业医疗设备（如GE患者监护仪和Finapres血压监测仪）进行采集，旨在支持心血管参数追踪研究，相关详细信息已发表在Sensors期刊上。