Cardiac Arrhythmia Prediction by Adaptive Analysis via Bluetooth
| dc.contributor.author | Rodrguez-Jorge, Ricardo | |
| dc.contributor.author | Bila, Jiri | |
| dc.coverage.issue | 2 | cs |
| dc.coverage.volume | 26 | cs |
| dc.date.accessioned | 2021-08-10T11:28:32Z | |
| dc.date.available | 2021-08-10T11:28:32Z | |
| dc.date.issued | 2020-12-21 | cs |
| dc.description.abstract | In this work, the development of a data acquisition system for adaptive monitoring based on a dynamic quadratic neural unit is presented. Acquisition of the continuous signal is achieved with the BITalino biomedical data acquisition card. The system is trained sample-by-sample with a real time recurrent learning method. Then, possible cardiac arrhythmia is predicted by implementing the adaptive monitoring in real time to recognize patterns that predict cardiac arrhythmia up to 1 second in advance. For the evaluation of the interface, tests are performed using the obtained signal in real time | en |
| dc.format | text | cs |
| dc.format.extent | 29-38 | cs |
| dc.format.mimetype | application/pdf | en |
| dc.identifier.citation | Mendel. 2020 vol. 26, č. 2, s. 29-38. ISSN 1803-3814 | cs |
| dc.identifier.doi | 10.13164/mendel.2020.2.029 | en |
| dc.identifier.issn | 2571-3701 | |
| dc.identifier.issn | 1803-3814 | |
| dc.identifier.uri | http://hdl.handle.net/11012/200930 | |
| dc.language.iso | en | cs |
| dc.publisher | Institute of Automation and Computer Science, Brno University of Technology | cs |
| dc.relation.ispartof | Mendel | cs |
| dc.relation.uri | https://mendel-journal.org/index.php/mendel/article/view/117 | cs |
| dc.rights | Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International license | en |
| dc.rights.access | openAccess | en |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-sa/4.0 | en |
| dc.subject | Dynamic quadratic neural unit | en |
| dc.subject | recurrent learning | en |
| dc.subject | adaptive monitoring | en |
| dc.subject | biomedical data acquisition | en |
| dc.subject | cardiac arrhythmia | en |
| dc.subject | prediction | en |
| dc.title | Cardiac Arrhythmia Prediction by Adaptive Analysis via Bluetooth | en |
| dc.type.driver | article | en |
| dc.type.status | Peer-reviewed | en |
| dc.type.version | publishedVersion | en |
| eprints.affiliatedInstitution.faculty | Fakulta strojního inženýrství | cs |
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