Detail publikace

Brno University of Technology Smartphone PPG Database (BUT PPG): Annotated Dataset for PPG Quality Assessment and Heart Rate Estimation

NĚMCOVÁ, A. VARGOVÁ, E. SMÍŠEK, R. MARŠÁNOVÁ, L. SMITAL, L. VÍTEK, M.

Originální název

Brno University of Technology Smartphone PPG Database (BUT PPG): Annotated Dataset for PPG Quality Assessment and Heart Rate Estimation

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

photoplethysmogram; PPG; database; PhysioNet; heart rate annotations; PPG signal quality annotations

Autoři

NĚMCOVÁ, A.; VARGOVÁ, E.; SMÍŠEK, R.; MARŠÁNOVÁ, L.; SMITAL, L.; VÍTEK, M.

Vydáno

7. 9. 2021

Nakladatel

Hindawi

Místo

LONDON

ISSN

2314-6133

Periodikum

BioMed Research International

Ročník

2021

Číslo

9

Stát

Spojené státy americké

Strany od

1

Strany do

6

Strany počet

6

URL

https://www.hindawi.com/journals/bmri/2021/3453007/

Plný text v Digitální knihovně

http://hdl.handle.net/11012/201673

BibTex

@article{BUT172585,
  author="Andrea {Němcová} and Enikö {Vargová} and Radovan {Smíšek} and Lucie {Šaclová} and Lukáš {Smital} and Martin {Vítek}",
  title="Brno University of Technology Smartphone PPG Database (BUT PPG): Annotated Dataset for PPG Quality Assessment and Heart Rate Estimation",
  journal="BioMed Research International",
  year="2021",
  volume="2021",
  number="9",
  pages="1--6",
  doi="10.1155/2021/3453007",
  issn="2314-6133",
  url="https://www.hindawi.com/journals/bmri/2021/3453007/"
}