Can you interpret an electrocardiogram (ECG) image?

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Last updated: February 24, 2026View editorial policy

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ECG Interpretation Capability and Requirements

I cannot interpret an ECG image directly, but I can guide you through the systematic approach required for accurate interpretation, which must always be performed by a qualified physician.

Why Physician Interpretation is Mandatory

Computer-based ECG interpretation—including AI systems—must never replace physician review for clinical decision-making. 1 The American College of Physicians explicitly states that computer analyses are useful adjuncts only, and errors in automated interpretation remain common, with accuracy rates ranging from 0% to 94% for certain diagnoses, particularly arrhythmias. 1

  • All computer-generated ECG reports require mandatory physician over-reading before any clinical decisions are made. 1, 2
  • The same ECG pattern can occur in different structural and pathophysiologic states, making context-dependent physician interpretation essential. 3, 4
  • Computer programs correctly classify only 69.8-91.3% of ECGs compared to 96.0% for expert cardiologists. 1

Systematic Approach to ECG Interpretation

When a qualified physician interprets an ECG, they should follow this algorithmic framework:

Step 1: Verify Technical Quality

  • Confirm proper electrode placement, particularly precordial leads, as misplacement significantly alters interpretation and causes false diagnoses. 4, 5
  • Ensure minimum high-frequency response of 150 Hz for adults (250 Hz for children) to maintain diagnostic precision. 4, 5
  • Check for artifacts, electrical interference, and baseline stability before proceeding. 4

Step 2: Calculate Rate and Identify Rhythm

  • Count QRS complexes in a 6-second strip and multiply by 10, or use 300 divided by the number of large boxes between R waves. 3, 4, 5
  • Confirm sinus rhythm by identifying a P wave before each QRS complex with consistent PR interval (normal: 60-100 bpm). 3, 4
  • Note any irregularities: premature beats, pauses, or completely irregular patterns suggesting atrial fibrillation. 4, 5

Step 3: Measure Critical Intervals

  • PR interval: Normal 120-200 ms (3-5 small squares) to assess AV conduction. 3, 5
  • QRS duration: Normal <120 ms (<3 small squares) to identify ventricular conduction delays. 3, 5
  • QTc interval: Calculate using Bazett's formula; normal <450 ms for men, <460 ms for women. 3, 5

Step 4: Determine Electrical Axis

  • Examine leads I and aVF: normal axis when both positive (+90° to -30°). 3, 4, 5
  • Left axis deviation: lead I positive, aVF negative (-30° to -90°). 3, 4
  • Right axis deviation: lead I negative, aVF positive (+90° to +180°). 3, 4

Step 5: Analyze Waveform Morphology

  • P waves: Normal morphology is upright in I, II, aVF; biphasic in V1; duration <120 ms, amplitude <2.5 mm. 3
  • QRS complexes: Look for pathologic Q waves (>1 mm wide and >1/3 height of R wave) suggesting myocardial infarction. 3, 4
  • ST segments: Measure at J point for elevation (>0.1 mV in limb leads or >0.15-0.2 mV in precordial leads) indicating acute injury requiring emergent reperfusion. 3, 4, 5
  • T waves: Assess for inversion, hyperacute changes, or flattening. 3, 5

Step 6: Integrate Clinical Context

  • Never interpret the ECG in isolation—the same finding has different implications depending on presenting symptoms. 4, 5, 2
  • Consider patient history including coronary artery disease, cardiomyopathy, hypertension, or diabetes. 4
  • Compare with previous ECGs when available to identify dynamic changes. 4, 5

Critical Pitfalls to Avoid

  • Do not accept computer interpretation without verification—automated systems produce frequent errors that can lead to adverse patient outcomes. 1, 4, 5
  • Do not overlook age-specific variants: T-wave inversions in V1-V3 are normal in children; sinus bradycardia to 30 bpm can be physiologic in athletes. 4
  • Do not miss lead reversal or muscle artifacts—these recording errors cause computer misinterpretation. 2
  • Noncardiologists are more influenced by clinical history than cardiologists when interpreting ECGs, making systematic approach even more critical. 1, 5

Competency Requirements

  • Successful completion of internal medicine residency, board certification, and Advanced Cardiac Life Support training demonstrates basic competency for bedside ECG interpretation in routine and emergency settings. 1, 5
  • Continuing medical education through seminars or self-assessment programs is essential for physicians who read ECGs infrequently. 4, 5
  • First-year residents demonstrate only 50% accuracy in ECG interpretation, emphasizing the need for structured training. 6

Emergency Department Considerations

  • Obtain the 12-lead ECG immediately in patients with chest pain, syncope, or symptoms predictive of sudden death or myocardial infarction (sensitivity 76%, specificity 88% for acute cardiac ischemia). 5
  • Paramedics and nurses can identify STEMI independently with mandatory initial training and ongoing medical oversight, allowing earlier catheterization lab activation. 5
  • Field-transmitted ECG for expert interpretation is reasonable if on-site interpretation is unavailable. 5

References

Guideline

Guideline Directed Topic Overview

Dr.Oracle Medical Advisory Board & Editors, 2025

Research

The Computerized ECG: Friend and Foe.

The American journal of medicine, 2019

Guideline

ECG Interpretation Guidelines

Praxis Medical Insights: Practical Summaries of Clinical Guidelines, 2025

Guideline

EKG Interpretation Guidelines

Praxis Medical Insights: Practical Summaries of Clinical Guidelines, 2026

Guideline

Approach to Emergency Room ECG Interpretation

Praxis Medical Insights: Practical Summaries of Clinical Guidelines, 2025

Professional Medical Disclaimer

This information is intended for healthcare professionals. Any medical decision-making should rely on clinical judgment and independently verified information. The content provided herein does not replace professional discretion and should be considered supplementary to established clinical guidelines. Healthcare providers should verify all information against primary literature and current practice standards before application in patient care. Dr.Oracle assumes no liability for clinical decisions based on this content.

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