ECG Interpretation in Clinical Practice
AI systems like myself cannot interpret actual ECG tracings, as this requires specialized medical training, direct visualization of the ECG, and integration with clinical context that only qualified physicians can provide. 1
Importance of Proper ECG Interpretation
ECG interpretation is a critical skill in clinical medicine that requires:
- Formal medical training with understanding of cardiac electrophysiology
- Experience with at least 500-800 ECGs under supervision to develop competency 1
- Maintenance of proficiency by interpreting at least 100 ECGs yearly 1
- Integration of ECG findings with clinical context and patient history
Systematic Approach to ECG Interpretation
When interpreting ECGs, qualified physicians should follow these steps:
Verify technical quality and settings:
- Confirm proper lead placement
- Ensure standard calibration (10 mm/mV and 25 mm/s)
- Verify adequate bandwidth (≥150 Hz for adults/adolescents, ≥250 Hz for children) 1
Assess rate and rhythm:
- Normal sinus rhythm: 60-100 beats/min
- Sinus bradycardia: <60 beats/min
- Sinus tachycardia: >100 beats/min 1
Measure intervals:
- PR interval: 120-200 ms
- QRS duration: <120 ms
- QT interval: Use corrected QT (QTc)
- Normal QTc: <450 ms in men, <460 ms in women 1
Evaluate waveform morphology:
- P waves: normal duration <120 ms, amplitude <2.5 mm
- QRS complex: assess for pathological Q waves (>40 ms or >25% of R wave amplitude)
- ST segment: elevation ≥0.1 mV (1 mm) in two contiguous leads suggests myocardial injury
- T waves: evaluate for abnormalities including T wave alternans 1
Limitations of Computer Algorithms
Computer algorithms have significant limitations in ECG interpretation:
- Error rates up to 40.7% for acute myocardial infarction
- Only 0-94% of disorders classified correctly 1
- Recent research shows AI systems like ChatGPT demonstrate only moderate accuracy in ECG interpretation, with significant discrepancies in critical cases 2
Common Pitfalls and Caveats
Interpretation errors are common:
ST segment interpretation requires nuance:
- Different thresholds for ST elevation in leads V2-V3 by gender and age:
- ≥0.2 mV (2 mm) in men ≥40 years
- ≥0.25 mV (2.5 mm) in men <40 years
- ≥0.15 mV (1.5 mm) in women 1
- Up-sloping ST-segment depression with positive T waves may indicate severe LAD obstruction 4
- Widespread ST-segment depression with inverted T waves and ST elevation in aVR may represent diffuse subendocardial ischemia 4
- Different thresholds for ST elevation in leads V2-V3 by gender and age:
Clinical context is essential:
Maintaining and Improving ECG Interpretation Skills
- Participate in continuing medical education
- Attend ECG conferences and workshops
- Use self-assessment programs
- Review interpretations with experienced colleagues 1
- Focus on understanding pathophysiology rather than memorizing patterns 1
ECG interpretation remains a fundamental skill in cardiology and emergency medicine, requiring proper training, experience, and clinical judgment that cannot be replaced by artificial intelligence systems 6, 2.