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EKG Interpretation

10 EKG Patterns Every Medical Student and Resident Should Recognize

DUK-C
June 23, 2026
10 min read
Medicine is full of details. There are countless diagnostic criteria, treatment algorithms, and clinical guidelines competing for our attention every day.
EKGs are no exception.
Most of us learn EKG interpretation the same way; we spend hours memorizing waveforms, intervals, and criteria, only to discover that much of what matters clinically comes down to pattern recognition.
Experienced clinicians do not identify dangerous EKGs because they have every diagnostic criterion memorized. They recognize them because they have seen the patterns repeatedly.
Whether you are a medical student preparing for exams, a resident covering overnight admissions, or a clinician looking to sharpen your skills, there are certain EKG patterns that should immediately command your attention.
Here are ten of the most important.

1. Anterior STEMI

An anterior STEMI is one of the most time-sensitive EKG findings in medicine.
Look for ST-segment elevation in the anterior precordial leads, particularly V1 through V4.
This pattern usually reflects occlusion of the left anterior descending artery and places a large amount of myocardium at risk.
Key findings:
ST elevation in V1-V4
Possible reciprocal ST depression in inferior leads
Hyperacute T waves early in presentation
Why it matters: anterior STEMIs carry substantial morbidity and mortality. Rapid recognition can make the difference between myocardial salvage and irreversible damage.

2. Inferior STEMI

Inferior myocardial infarctions classically present with ST elevation in leads II, III, and aVF.
A useful pearl; if the ST elevation is greater in lead III than lead II, right coronary artery occlusion becomes more likely.
Key findings:
ST elevation in II, III, aVF
Reciprocal depression in I and aVL
Consider right-sided leads when appropriate
Why it matters: inferior STEMIs may involve the right ventricle and can present with unique hemodynamic considerations.

3. Atrial Fibrillation

Atrial fibrillation is one of the most common arrhythmias encountered in clinical practice.
The hallmark is an irregularly irregular rhythm with no discernible P waves.
Key findings:
Irregularly irregular rhythm
Absent organized P waves
Variable R-R intervals
Why it matters: beyond symptom management, recognition affects decisions regarding anticoagulation and stroke prevention.

4. Complete (Third-Degree) AV Block

Third-degree heart block occurs when atrial and ventricular activity become completely dissociated.
The atria continue firing independently while the ventricles rely on an escape rhythm.
Key findings:
AV dissociation
Independent P waves and QRS complexes
Bradycardia
Why it matters: patients may present with syncope, dizziness, hypotension, or cardiogenic shock. Permanent pacing is often required.

5. Hyperkalemia

Every clinician should be able to recognize the classic progression of hyperkalemia.
Although reality is often less predictable than textbooks suggest, certain findings should immediately raise concern.
Key findings:
Tall peaked T waves
PR prolongation
QRS widening
Sine-wave morphology in severe cases
Why it matters: hyperkalemia can rapidly progress to fatal arrhythmias if not treated promptly.

6. Wolff-Parkinson-White Syndrome (WPW)

WPW results from an accessory conduction pathway that bypasses the AV node.
The classic EKG pattern is highly testable and clinically important.
Key findings:
Short PR interval
Delta wave
Widened QRS complex
Why it matters: certain medications can be dangerous in patients with WPW who develop atrial fibrillation. Accurate recognition influences management.

7. Torsades de Pointes

Torsades de pointes is a polymorphic ventricular tachycardia associated with QT prolongation.
The rhythm appears to twist around the baseline.
Key findings:
Polymorphic ventricular tachycardia
Prolonged QT interval
Fluctuating QRS amplitude
Why it matters: torsades can deteriorate into ventricular fibrillation. Rapid identification and treatment are critical.

8. Supraventricular Tachycardia (SVT)

SVT often presents as a narrow-complex tachycardia with rates exceeding 150 beats per minute.
P waves may be difficult or impossible to identify.
Key findings:
Regular narrow-complex tachycardia
Rapid heart rate
Often abrupt onset and termination
Why it matters: SVT is common, highly testable, and frequently encountered in emergency and inpatient settings.

9. Acute Pericarditis

Pericarditis has a distinct appearance that can mimic STEMI.
The distribution of ST-segment changes often provides the clue.
Key findings:
Diffuse ST elevation
PR depression
Lack of reciprocal changes
Why it matters: correctly distinguishing pericarditis from acute coronary syndromes can prevent diagnostic errors and inappropriate interventions.

10. Pulmonary Embolism Pattern

No EKG finding is sensitive enough to rule in or rule out pulmonary embolism.
However, certain patterns should raise suspicion in the appropriate clinical context.
Key findings:
Sinus tachycardia
Right heart strain pattern
Right bundle branch block
S1Q3T3 pattern
Why it matters: recognition of these findings can support clinical suspicion and prompt further evaluation.

The Bigger Picture

The goal of EKG interpretation is not memorization for its own sake.
It is recognizing patterns quickly enough to make better clinical decisions.
Every clinician eventually develops a mental library of EKGs they can identify almost instantly. Building that library takes repetition, exposure, and deliberate practice.
That idea was one of the motivations behind the DUK-C EKG Interpretation Center.
The EKG Interpretation Center organizes common and high-yield EKG patterns into structured categories, diagnostic criteria, clinical pearls, and interactive quiz-based learning. The goal is simple; help clinicians move from uncertainty to recognition faster. You can see how it fits alongside our other clinical tools on the features page.
Because in medicine, the right diagnosis often begins with recognizing the pattern in front of you.
Explore more:

Frequently Asked Questions

What EKG patterns should every medical student recognize?

At a minimum, every medical student should be able to recognize anterior and inferior STEMI, atrial fibrillation, complete heart block, hyperkalemia, Wolff-Parkinson-White syndrome, torsades de pointes, supraventricular tachycardia, acute pericarditis, and the right heart strain pattern associated with pulmonary embolism.

How do you recognize a STEMI on an EKG?

A STEMI is recognized by ST-segment elevation in a coronary distribution. Anterior STEMI shows ST elevation in V1 through V4 and suggests left anterior descending occlusion, while inferior STEMI shows ST elevation in leads II, III, and aVF with reciprocal depression in I and aVL.

What does atrial fibrillation look like on an EKG?

Atrial fibrillation appears as an irregularly irregular rhythm with no discernible organized P waves and variable R-R intervals. Recognition affects decisions regarding rate control, rhythm control, and anticoagulation for stroke prevention.

How is hyperkalemia identified on an EKG?

Hyperkalemia classically progresses from tall peaked T waves to PR prolongation, QRS widening, and ultimately a sine-wave morphology in severe cases. Because it can rapidly progress to fatal arrhythmias, these findings should prompt immediate evaluation and treatment.

Why is pattern recognition important in EKG interpretation?

Experienced clinicians identify dangerous EKGs through repeated exposure rather than by recalling every diagnostic criterion. Building a mental library of high-yield patterns allows clinicians to move from uncertainty to recognition quickly enough to make better clinical decisions.
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