A Python Package for Heart Rate Variability Analysis and Signal Preprocessing
This paper presents 'hrv-analysis', a Python package for Heart Rate Variability (HRV) analysis. 'hrv-analysis' is an open-source package for the Python statistical computing environment, which supports a wide variety of time, frequency and non-linear HRV analysis methods. It also...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Ubiquity Press
2021-10-01
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| Series: | Journal of Open Research Software |
| Subjects: | |
| Online Access: | https://openresearchsoftware.metajnl.com/articles/305 |
| _version_ | 1831592167905165312 |
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| author | Robin Champseix Laurent Ribiere Clément Le Couedic |
| author_facet | Robin Champseix Laurent Ribiere Clément Le Couedic |
| author_sort | Robin Champseix |
| collection | DOAJ |
| description | This paper presents 'hrv-analysis', a Python package for Heart Rate Variability (HRV) analysis. 'hrv-analysis' is an open-source package for the Python statistical computing environment, which supports a wide variety of time, frequency and non-linear HRV analysis methods. It also includes several functions for signal preprocessing like outliers and ectopic beat removal. This package is suitable for researchers, professionals working in healthcare as well as for developers and more widely for anyone willing to perform detailed analysis on heart rate variability. 'hrv-analysis' was developed as part of the Aura project. Aura is a non-profit project aiming to develop an open-source forecasting system to help people suffering from epilepsy regain autonomy in their everyday lives. This package was developed using Python 3. |
| first_indexed | 2024-12-18T01:38:56Z |
| format | Article |
| id | doaj.art-41320258a6c14aceb6a6a12454541e46 |
| institution | Directory Open Access Journal |
| issn | 2049-9647 |
| language | English |
| last_indexed | 2024-12-18T01:38:56Z |
| publishDate | 2021-10-01 |
| publisher | Ubiquity Press |
| record_format | Article |
| series | Journal of Open Research Software |
| spelling | doaj.art-41320258a6c14aceb6a6a12454541e462022-12-21T21:25:24ZengUbiquity PressJournal of Open Research Software2049-96472021-10-019110.5334/jors.305258A Python Package for Heart Rate Variability Analysis and Signal PreprocessingRobin Champseix0Laurent Ribiere1Clément Le Couedic2Data scientist, OCTO Technology, ParisData Engineer, former OCTO Technology employee, ParisResearcher, AURA association, ParisThis paper presents 'hrv-analysis', a Python package for Heart Rate Variability (HRV) analysis. 'hrv-analysis' is an open-source package for the Python statistical computing environment, which supports a wide variety of time, frequency and non-linear HRV analysis methods. It also includes several functions for signal preprocessing like outliers and ectopic beat removal. This package is suitable for researchers, professionals working in healthcare as well as for developers and more widely for anyone willing to perform detailed analysis on heart rate variability. 'hrv-analysis' was developed as part of the Aura project. Aura is a non-profit project aiming to develop an open-source forecasting system to help people suffering from epilepsy regain autonomy in their everyday lives. This package was developed using Python 3.https://openresearchsoftware.metajnl.com/articles/305pythonheart-rate variabilityrr-interval |
| spellingShingle | Robin Champseix Laurent Ribiere Clément Le Couedic A Python Package for Heart Rate Variability Analysis and Signal Preprocessing Journal of Open Research Software python heart-rate variability rr-interval |
| title | A Python Package for Heart Rate Variability Analysis and Signal Preprocessing |
| title_full | A Python Package for Heart Rate Variability Analysis and Signal Preprocessing |
| title_fullStr | A Python Package for Heart Rate Variability Analysis and Signal Preprocessing |
| title_full_unstemmed | A Python Package for Heart Rate Variability Analysis and Signal Preprocessing |
| title_short | A Python Package for Heart Rate Variability Analysis and Signal Preprocessing |
| title_sort | python package for heart rate variability analysis and signal preprocessing |
| topic | python heart-rate variability rr-interval |
| url | https://openresearchsoftware.metajnl.com/articles/305 |
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