Hearth Detection System Using Coherence Function on python for Tachycardia and Bradycardia

Gino Alvarado, Gabriela Kukan

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

When we see a heart problem the response time is crucial for a secure diagnostic. [1] In a previous work a functional prototype was made that allows to determine if a person has tachycardia or bradycardia as an existing pathology. The work was done using MATLAB software; however, this software is licensed and difficult to access since it is not free source. Under this limitation the prototype was reformulated in an open language known as PYTHON. The objective is to be able to achieve the same results as with the previous prototype without affecting the diagnosis. Based on this, a system was developed that diagnoses tachycardia and bradycardia with free software. Pathology detection is performed using a developed algorithm that mixes 3 comparison methods, such as cross spectrum. MSC and coherence. Upon capturing the ECG signal from the patient, the signal enters a DSP that uses these methods and will compare the entry ECG signal with a database created that contains all the possible existing signals according to the medical parameters corresponding to tachycardia and bradycardia. Resulting in a reliable diagnosis.

Original languageEnglish
Title of host publication4th International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques, ICEECCOT 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages18-22
Number of pages5
ISBN (Electronic)9781728132617
DOIs
StatePublished - Dec 2019
Event4th International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques, ICEECCOT 2019 - Mysuru, India
Duration: 13 Dec 201914 Dec 2019

Publication series

Name4th International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques, ICEECCOT 2019

Conference

Conference4th International Conference on Electrical, Electronics, Communication, Computer Technologies and Optimization Techniques, ICEECCOT 2019
Country/TerritoryIndia
CityMysuru
Period13/12/1914/12/19

Bibliographical note

Publisher Copyright:
© 2019 IEEE.

Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.

Keywords

  • Coherence function
  • Cross spectrum
  • ECG signal
  • free OS
  • MSC
  • Olimexino
  • Python
  • Raspberry Pi3
  • Sinus bradycardia
  • Sinus tachycardia

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