Brno University of Technology Smartphone PPG Database (BUT PPG): Annotated dataset for PPG quality assessment and heart rate estimation

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68081731%3A_____%2F21%3A00546098" target="_blank" >RIV/68081731:_____/21:00546098 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/00216305:26220/21:PU141669

Výsledek na webu

<a href="https://www.hindawi.com/journals/bmri/2021/3453007/" target="_blank" >https://www.hindawi.com/journals/bmri/2021/3453007/</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1155/2021/3453007" target="_blank" >10.1155/2021/3453007</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Brno University of Technology Smartphone PPG Database (BUT PPG): Annotated dataset for PPG quality assessment and heart rate estimation

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Brno University of Technology Smartphone PPG Database (BUT PPG): Annotated dataset for PPG quality assessment and heart rate estimation

Popis výsledku anglicky

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.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

20601 - Medical engineering

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2021

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

BioMed Research International

ISSN

2314-6133

e-ISSN

2314-6141

Svazek periodika

2021

Číslo periodika v rámci svazku

7 September 2021

Stát vydavatele periodika

US - Spojené státy americké

Počet stran výsledku

6

Strana od-do

3453007

Kód UT WoS článku

000697312700006

EID výsledku v databázi Scopus

2-s2.0-85115935479