RecruitingNCT07099417

Screening of Valvular Heart Disease Using Single-channel Electrocardiogram

Screening of Valvular Heart Disease Using Single-channel Electrocardiogram Analyzed With Machine Learning Models


Sponsor

I.M. Sechenov First Moscow State Medical University

Enrollment

1,200 participants

Start Date

Jan 1, 2025

Study Type

OBSERVATIONAL

Conditions

Summary

It is a prospective, controlled, single-center, observational, non-randomized study. The study is planned to include at least 1000 patients over 18 years old in the training sample and 200 patients over 18 years old in the test sample (the total number of patients is at least 1200 people). All patients will undergo an echocardiography examination with a comprehensive analysis of the function of the valves and other structures of the heart according to current recommendations by two independent experts. Registration of electrocardiogram will be performed immediately after echocardiography using a single lead ECG monitor (in I standard lead) for 1 minutes. The obtained data will be stored in the remote monitoring center of Sechenov University without being linked to the personal data of patients. A spectral analysis of the electrocardiogram will be performed using a continuous wavelet transform. The result of this study will be the identification of ECG parameters that will correlate with valvular heart disease.


Eligibility

Min Age: 18 Years

Inclusion Criteria8

  • The presence of written informed consent of the patient to participate in the study
  • Age from 18 years
  • Outpatient treatment and / or hospitalization in a research center
  • Poor quality ECG recording on a single-channel ECG monitor
  • Conditions that can impair ECG recording quality (Parkinson's disease, essential tremor)
  • Mental illness
  • Patients with a pacemaker installed
  • Patients with prosthetic valves

Exclusion Criteria5

  • Reluctance of the patient to participate in the study
  • Poor quality ECG recording on a single-channel ECG monitor
  • Poor visualization of the heart during echocardiographic study
  • Acute psychotic reactions that arose during research
  • An exacerbation of chronic diseases requiring treatment tactics for the patient and preventing his further participation in the study.

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Interventions

DIAGNOSTIC_TESTNo intervention (observational study)

No intervention (observational study)


Locations(1)

I.M. Sechenov First Moscow State Medical University (Sechenov University)

Moscow, Russia

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NCT07099417


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