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). Note: A publication detailing the custom bed system used to collect the data provided in this dataset is awaiting a DOI from Sensors, Carlson, C.; Turpin, V.-R.; Suliman, A.; Ade, C.; Warren, S.; Thompson, D.E.; Bed-Based Ballistocardiography: Dataset and Ability to Track Cardiovascular Parameters. Anyone downloading this dataset should check back for an updated, full citation prior to publication.

本数据集包含从40名受试者处采集的心脏驱动信号，遵循堪萨斯州立大学机构审查委员会（Institutional Review Board, IRB）编号为9386的审查方案。数据集涵盖心冲击图（ballistocardiograms, BCGs）与时间对齐的心电图（electrocardiograms, ECGs）、光电容积描记图（photoplethysmograms, PPGs）及血压波形。心冲击图数据通过定制床载心冲击采集系统获取，该系统由四块机电薄膜与四个称重传感器组成。配套心肺信号分别通过GE Datex CardioCap 5型患者监护仪（采集心电图与光电容积描记图数据）以及Finapres医疗系统的Finometer PRO设备（提供连续重构的肱动脉压力波形，并导出心血管相关参数）获取。注：一篇详述本数据集所用定制床载系统的论文正在等待《Sensors》期刊分配数字对象标识符（Digital Object Identifier, DOI），作者依次为Carlson, C.、Turpin, V.-R.、Suliman, A.、Ade, C.、Warren, S.、Thompson, D.E.，论文标题为《床载心冲击成像：数据集与心血管参数追踪能力》（Bed-Based Ballistocardiography: Dataset and Ability to Track Cardiovascular Parameters）。任何下载本数据集的用户在发表研究成果前，请查阅更新后的完整引用信息。

搜集汇总

背景与挑战

背景概述

该数据集包含40名参与者的床基心冲击图及相关心血管信号(ECG、PPG和血压波形)，采用专业医疗设备采集，存储为MATLAB格式文件，主要用于无创心血管监测研究。