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Powerful Medical
1. April 2025
2 min to read

First Objective Definition of Hyperacute T-waves as a ST-segment Elevation Myocardial Infarction Equivalent ECG Finding

Overview

This abstract introduces the first objective definition of hyperacute T-waves (HATW) — an early and often missed ECG sign of a severe heart attack. By accurately detecting blocked arteries even before classic signs appear, the new formula helps doctors identify high-risk patients sooner and deliver life-saving treatment faster.

Published In: Journal of the American College of Cardiology (JACC) – presented at the annual ACC’25 conference
Published Date: April 1, 2025

Background

The American College of Cardiology recommends identifying hyperacute T waves (HATW) as a STEMI equivalent indicating the need for immediate invasive reperfusion strategy. Although HATW have been qualitatively described, they have no objective or quantifiable definition.

Methods

We developed a HATW rule to detect acute coronary occlusion in the absence of STEMI criteria by exploring a database of 12-lead ECGs of acute coronary syndrome patients with known angiographic outcomes. The rule applies to narrow QRS complex rhythms and requires 2 contiguous leads with both: 1) increased ratio of T-wave area to QRS amplitude (using lead-specific ratio thresholds), and 2) increased T-wave symmetry defined as T-wave peak at ≤ 67% of the J-T interval.

Results

1,333 ECGs from 605 patients (130 ECGs meeting formal STEMI criteria) were evaluated. The HATW formula demonstrated 37% sensitivity 98% specificity for acute coronary occlusion myocardial infarction among all patients, and 23% sensitivity and 98% specificity in patients without formal STEMI criteria.

Conclusion

This is the first quantitative analysis of HATW demonstrating its potential as a highly specific STEMI equivalent ECG finding of acute coronary occlusion. Further prospective validation of its performance is warranted.


Authors: Harvey Meyers, Frantisek Simancik, Anthony Demolder, Robert Herman, Timea Kisova, Adam Rafajdus, Jozef Bartunek, Emanuele Barbato, Stephen W. Smith

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Powerful Medical leads one of the most important shifts in modern medicine by augmenting human-made clinical decisions with artificial intelligence. Our primary focus is on cardiovascular diseases, the world’s leading cause of death.

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PMcardio is a CE-certified AI that reads ECGs and offers a complex assessment of 49 cardiac conditions. Clinically validated in 15+ studies and trusted by over 100,000 clinicians, it delivers rapid, expert‑level interpretations, empowering emergency physicians, GPs, nurses, paramedics, and cardiologists to act with confidence at the point of care. Available for Individuals and Organizations.

About Powerful Medical

Established in 2017, Powerful Medical has embarked on a mission to revolutionize the diagnosis and treatment of cardiovascular diseases. We are a medical company backed by 28 world-class cardiologists and led by our expert Scientific Board with decades of experience in daily patient care, clinical research, and medical devices. The results of our research are implemented, developed, certified, and brought to market by our 50+ strong interdisciplinary team of physicians, data scientists, AI experts, software engineers, regulatory specialists, and commercial teams.

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Relevant Publications

Hyperacute T Waves are specific for Occlusion Myocardial Infarction, even without diagnostic ST elevation

This study aimed to derive and validate a quantitative definition of hyperacute T waves (HATW) by developing the HATW score and evaluating its diagnostic accuracy for identifying acute coronary occlusion in patients with possible ACS but without STEMI criteria.

Occlusion myocardial infarction: a revolution in acutecoronary syndrome

The 2025 ACC Guideline for the Management of Patients With Acute Coronary Syndromes claims that “Patients with NSTEMI may have a partially occluded coronary artery leading to subendocardial ischemia, while those with STEMI typically have a completely occluded vessel leading to transmural myocardial ischemia and infarction.” This is accompanied by a visual representation of a partially occlusive thrombus labeled ‘NSTEMI’ above an electrocardiogram (ECG) showing ST depression and T wave inversion, and a completely occlusive thrombus labeled ‘STEMI’ above an ECG showing ST elevation. This paradigm has remained despite two decades of angiographic and evidence-based ECG advances, which highlight the multiple reasons why a revolution in acute coronary syndrome (ACS) is needed, and has begun.

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