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Abstract <p>The authors propose a way of diagnosing pulmonary hypertension through machine learning-based analysis of phonocardiograms. The technique offers a cost-effective and non-invasive solution that allows it to be used in primary healthcare. It is particularly valuable for regions with limited access to specialized clinics and highly qualified cardiologists.</p>

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Analyzing Heart Tones to Diagnose Pulmonary Hypertension

  • 期刊论文

  • 发表日期：

    2026年1月1日

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  • M. V. Ryabkov,
  • V. V. Gramovich,
  • K. V. Dmitriev

摘要

Abstract

The authors propose a way of diagnosing pulmonary hypertension through machine learning-based analysis of phonocardiograms. The technique offers a cost-effective and non-invasive solution that allows it to be used in primary healthcare. It is particularly valuable for regions with limited access to specialized clinics and highly qualified cardiologists.