Detail publikace

A new database with annotations of P waves in ECGs with various types of arrhythmias

ŠACLOVÁ, L. NĚMCOVÁ, A. SMÍŠEK, R. SMITAL, L. VÍTEK, M. RONZHINA, M.

Originální název

A new database with annotations of P waves in ECGs with various types of arrhythmias

Typ

článek v časopise ve Web of Science, Jimp

Jazyk

angličtina

Originální abstrakt

Objective. The aim of this study is to create a database for the development, evaluation and objective comparison of algorithms for P wave detection in ECG signals. Brno University of Technology ECG Signal Database with Annotations of P-Wave (BUT PDB) is an ECG signal database with marked peaks of P waves annotated by ECG experts. Currently, there are only a few databases of pathological ECG signals with P-wave annotations, and some are incorrect. Approach. The pathological ECG signals used in this work were selected from three existing databases of ECG signals: MIT-BIH Arrhythmia Database, MIT-BIH Supraventricular Arrhythmia Database and Long Term AF Database. The P-wave positions were manually annotated by two ECG experts in all selected signals. Main results. The final BUT PDB composed of selected signals consists of 50 two-minute, two-lead pathological ECG signal records with annotated P waves. Each record also contains a description of the diagnosis (pathology) present in the selected part of the record and information about positions and types of QRS complexes. Significance. The BUT PDB is created for developing new, more accurate and robust methods for P wave detection. These algorithms will be used in medical practice and will help cardiologists to evaluate ECG records, establish diagnoses and save time.

Klíčová slova

annotation of P wave, ECG database, ECG pathology, ECG

Autoři

ŠACLOVÁ, L.; NĚMCOVÁ, A.; SMÍŠEK, R.; SMITAL, L.; VÍTEK, M.; RONZHINA, M.

Vydáno

26. 10. 2022

Nakladatel

Physiological Measurement

ISSN

0967-3334

Periodikum

PHYSIOLOGICAL MEASUREMENT

Ročník

43

Číslo

10

Stát

Spojené království Velké Británie a Severního Irska

Strany od

1

Strany do

5

Strany počet

5

URL

https://iopscience.iop.org/article/10.1088/1361-6579/ac944e/pdf

BibTex

@article{BUT179978,
  author="Lucie {Šaclová} and Andrea {Němcová} and Radovan {Smíšek} and Lukáš {Smital} and Martin {Vítek} and Marina {Filipenská}",
  title="A new database with annotations of P waves in ECGs with various types of arrhythmias",
  journal="PHYSIOLOGICAL MEASUREMENT",
  year="2022",
  volume="43",
  number="10",
  pages="1--5",
  doi="10.1088/1361-6579/ac944e",
  issn="0967-3334",
  url="https://iopscience.iop.org/article/10.1088/1361-6579/ac944e/pdf"
}