Key result
Open-source BRAVEHEART software enables automated, reproducible analysis of digital ECGs and VCGs.
Why the study?
Widespread computer-based ECG and VCG analysis is limited because no open-source, easily customizable software packages exist for automated and reproducible analysis.
The release of the open-source BRAVEHEART software provides researchers with a customizable tool for automated ECG and VCG analysis, potentially improving research efficiency and reproducibility.
Answers are grounded in this paper and cite their sources.
Offers no change to clinical ECG interpretation; extends open-source tools for reproducible research analysis.
BACKGROUND AND OBJECTIVES: Electrocardiographic (ECG) and vectorcardiographic (VCG) analyses are used to diagnose current cardiovascular disease and for risk stratification for future adverse cardiovascular events. With increasing use of digital ECGs, research into novel ECG/VCG parameters has increased, but widespread computer-based ECG/VCG analysis is limited because there are no currently available, open-source, and easily customizable software packages designed for automated and reproducible analysis. METHODS AND RESULTS: We present BRAVEHEART, an open-source, modular, customizable, and easy to use software package implemented in the MATLAB programming language, for scientific analysis of standard 12-lead ECGs acquired in a digital format. BRAVEHEART accepts a wide variety of digital ECG formats and provides complete and automatic ECG/VCG processing with signal denoising to remove high- and low-frequency artifact, non-dominant beat identification and removal, accurate fiducial point annotation, VCG construction, median beat construction, customizable measurements on median beats, and output of measurements and results in numeric and graphical formats. CONCLUSIONS: The BRAVEHEART software package provides easily customizable scientific analysis of ECGs and VCGs. We hope that making BRAVEHART available will allow other researchers to further the field of ECG/VCG analysis without having to spend significant time and resources developing their own ECG/VCG analysis software and will improve the reproducibility of future studies. Source code, compiled executables, and a detailed user guide can be found at http://github.com/BIVectors/BRAVEHEART. The source code is distributed under the GNU General Public License version 3.
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Stabenau et al. (2023) studied Cardiovascular disease (ECG/VCG analysis). BRAVEHEART software was evaluated. The BRAVEHEART software package provides an open-source, customizable tool for automated and reproducible scientific analysis of digital electrocardiograms and vectorcardiograms.
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