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Brno University of Technology Smartphone PPG Database (BUT PPG): Annotated dataset for PPG quality assessment and heart rate estimation
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SYSNO ASEP 0546098 Druh ASEP J - Článek v odborném periodiku Zařazení RIV J - Článek v odborném periodiku Poddruh J Článek ve WOS Název Brno University of Technology Smartphone PPG Database (BUT PPG): Annotated dataset for PPG quality assessment and heart rate estimation Tvůrce(i) Němcová, A. (CZ)
Vargová, E. (CZ)
Smíšek, Radovan (UPT-D) RID, ORCID, SAI
Maršánová, L. (CZ)
Smítal, L. (CZ)
Vítek, M. (CZ)Celkový počet autorů 6 Číslo článku 3453007 Zdroj.dok. BioMed Research International. - : Hindawi - ISSN 2314-6133
Roč. 2021, 7 September 2021 (2021)Poč.str. 6 s. Forma vydání Tištěná - P Jazyk dok. eng - angličtina Země vyd. US - Spojené státy americké Klíč. slova photoplethysmogram ; PPG ; database ; PhysioNet ; heart rate annotations ; PPG signal quality annotations Vědní obor RIV FS - Lékařská zařízení, přístroje a vybavení Obor OECD Medical engineering Způsob publikování Open access Institucionální podpora UPT-D - RVO:68081731 UT WOS 000697312700006 EID SCOPUS 85115935479 DOI 10.1155/2021/3453007 Anotace To the best of our knowledge, there is no annotated database of PPG signals recorded by smartphone publicly available. This article introduces Brno University of Technology Smartphone PPG Database (BUT PPG) which is an original database created by the cardiology team at the Department of Biomedical Engineering, Brno University of Technology, for the purpose of evaluating photoplethysmographic (PPG) signal quality and estimation of heart rate (HR). The data comprises 48 10-second recordings of PPGs and associated electrocardiographic (ECG) signals used for determination of reference HR. The data were collected from 12 subjects (6 female, 6 male) aged between 21 and 61. PPG data were collected by smartphone Xiaomi Mi9 with sampling frequency of 30 Hz. Reference ECG signals were recorded using a mobile ECG recorder (Bittium Faros 360) with a sampling frequency of 1,000 Hz. Each PPG signal includes annotation of quality created manually by biomedical experts and reference HR. PPG signal quality is indicated binary: 1 indicates good quality for HR estimation, 0 indicates signals where HR cannot be detected reliably, and thus, these signals are unsuitable for further analysis. As the only available database containing PPG signals recorded by smartphone, BUT PPG is a unique tool for the development of smart, user-friendly, cheap, on-the-spot, self-home-monitoring of heart rate with the potential of widespread using. Pracoviště Ústav přístrojové techniky Kontakt Martina Šillerová, sillerova@ISIBrno.Cz, Tel.: 541 514 178 Rok sběru 2022 Elektronická adresa https://www.hindawi.com/journals/bmri/2021/3453007/
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