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September 10, 2026Cureus0 citationsOpen Access

N-terminal Pro-B-Type Natriuretic Peptide (NT-proBNP) Versus Artificial Intelligence-Enabled Electrocardiography for the Diagnosis of Acute Heart Failure in Emergency Departments: A Systematic Review

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LELamyaa A ElhassanMAMohamed Abdelrahman Mohamed AliCross-Cutting CardiologyEYElamein YousifCross-Cutting Cardiology

Key Points

  • To systematically evaluate and compare the diagnostic accuracy of N-terminal pro-B-type natriuretic peptide against artificial intelligence-enabled electrocardiography for acute heart failure in emergency care.
  • Systematic review synthesizing studies assessing the diagnostic performance of NT-proBNP and AI-enabled electrocardiogram algorithms.
  • Targeted emergency department populations presenting with acute dyspnea and suspected acute heart failure.
  • Both NT-proBNP assays and AI-enabled electrocardiography demonstrate high diagnostic accuracy for identifying acute heart failure.
  • AI-guided electrocardiography offers rapid, noninvasive diagnostic utility that complements traditional blood-based biomarker evaluation.
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Cite This Study

Elhassan et al. (2026) studied this question.

synapsesocial.com/papers/6aa2b1e758559d80afc7620ahttps://doi.org/10.7759/cureus.115927
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