Detail publikace

Detection of P Wave During Second-Degree Atrioventricular Block in Ecg Signals

Originální název

Detection of P Wave During Second-Degree Atrioventricular Block in Ecg Signals

Anglický název

Detection of P Wave During Second-Degree Atrioventricular Block in Ecg Signals

Jazyk

en

Originální abstrakt

Automatic detection of P wave during the second-degree AV block is the main condition for automatic detection of this pathology. This work deals with developing of the algorithm for P wave detection. The algorithm is appropriate for ECG signals with AV block as well as signals with other rhythm types (it does not produce false positive P wave detections). For P wave detection, the phasor transform is applied and several innovative rules are created. These rules are based on knowledge of heart manifestation during both physiological and pathological heart function. The proposed algorithm consists of four parts – filtration, QRS complex detection, application of rules, and P wave detection. The accuracy of the P wave detection algorithm is 99.84 % for signals with AV block, and 99.85 % for signals without any pathologies.

Anglický abstrakt

Automatic detection of P wave during the second-degree AV block is the main condition for automatic detection of this pathology. This work deals with developing of the algorithm for P wave detection. The algorithm is appropriate for ECG signals with AV block as well as signals with other rhythm types (it does not produce false positive P wave detections). For P wave detection, the phasor transform is applied and several innovative rules are created. These rules are based on knowledge of heart manifestation during both physiological and pathological heart function. The proposed algorithm consists of four parts – filtration, QRS complex detection, application of rules, and P wave detection. The accuracy of the P wave detection algorithm is 99.84 % for signals with AV block, and 99.85 % for signals without any pathologies.

BibTex


@inproceedings{BUT135150,
  author="Lucie {Maršánová} and Andrea {Němcová} and Radovan {Smíšek}",
  title="Detection of P Wave During Second-Degree Atrioventricular Block in Ecg Signals",
  annote="Automatic detection of P wave during the second-degree AV block is the main condition for automatic detection of this pathology. This work deals with developing of the algorithm for P wave detection. The algorithm is appropriate for ECG signals with AV block as well as signals with other rhythm types (it does not produce false positive P wave detections). For P wave detection, the phasor transform is applied and several innovative rules are created. These rules are based on knowledge of heart manifestation during both physiological and pathological heart function. The proposed algorithm consists of four parts – filtration, QRS complex detection, application of rules, and P wave detection. The accuracy of the P wave detection algorithm is 99.84 % for signals with AV block, and 99.85 % for signals without any pathologies.",
  address="Vysoké učení technické, Fakulta elektrotechniky a komunikačních technologií",
  booktitle="Proceedings of the 23st Conference STUDENT EEICT 2017",
  chapter="135150",
  howpublished="online",
  institution="Vysoké učení technické, Fakulta elektrotechniky a komunikačních technologií",
  year="2017",
  month="april",
  pages="655--659",
  publisher="Vysoké učení technické, Fakulta elektrotechniky a komunikačních technologií",
  type="conference paper"
}