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Updated: Oct 26, 2025

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Published on: May 5, 2022
A comprehensive electrocardiographic analysis for young athletes
Hüseyin Yanık1, Evren Değirmenci2, Belgin Büyükakıllı3
1Faculty of Engineering, Department of Electrical and Electronics Engineering, Mersin University, 33110, Mersin, Turkey.
Electrocardiogram (ECG) analysis reveals distinct heart characteristics in young athletes compared to sedentary peers, with gender-specific differences observed. These findings aid in identifying potential cardiac issues in athletic individuals.
Area of Science:
- Sports Medicine
- Cardiology
- Biomedical Engineering
Background:
- Athletes often exhibit training-induced electrocardiogram (ECG) variations due to cardiac anatomical changes.
- ECG screening is crucial for diagnosing cardiac problems in young athletes.
- Understanding gender-specific ECG differences in athletes is important for accurate interpretation.
Purpose of the Study:
- To investigate ECG characteristics in young athletes, comparing them to sedentary controls.
- To analyze gender-based differences in ECG parameters within athletic populations.
- To explore correlations between ECG parameters and potential cardiac conditions.
Main Methods:
- ECG data from young athletes and a sedentary control group were analyzed.
- Wavelet transform-based adaptive algorithms were employed for ECG feature extraction.
- Correlation analysis was performed to investigate relationships between ECG parameters.
Main Results:
- Athletes exhibited significantly lower heart rates and higher QTc, P, and T amplitudes compared to controls.
- Athletes showed prolonged ST, QT, and RR intervals.
- A novel parameter, the 'scalogram,' was lower in male athletes, and a negative correlation between T wave amplitude and RR interval was noted.
Conclusions:
- ECG patterns in young athletes differ significantly from sedentary individuals, with gender-specific variations.
- Findings suggest potential indicators for cardiac diseases, such as long QT syndrome, in male athletes.
- This research provides insights for evaluating cardiac changes and potential risks in young athletes.
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