کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
8661418 1575842 2017 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
The effect of traditional Persian music on the cardiac functioning of young Iranian women
ترجمه فارسی عنوان
تأثیر موسیقی سنتی ایرانی بر عملکرد قلب زنان جوان ایرانی
موضوعات مرتبط
علوم پزشکی و سلامت پزشکی و دندانپزشکی کاردیولوژی و پزشکی قلب و عروق
چکیده انگلیسی
In the past few decades, several studies have reported the physiological effects of listening to music. The physiological effects of different music types on different people are not similar. Therefore, in the present study, we have sought to examine the effects of traditional Persian music on the cardiac function in young women. Twenty-two healthy females participated in this study. ECG signals were recorded in two conditions: rest and music. For each of the 21 ECG signals (15 morphological and six wavelet based feature) features were extracted. SVM classifier was used for the classification of ECG signals during and before the music. The results showed that the mean of heart rate, the mean amplitude of R-wave, T-wave, and P-wave decreased in response to music. Time-frequency analysis revealed that the mean of the absolute values of the detail coefficients at higher scales increased during rest. The overall accuracy of 91.6% was achieved using polynomial kernel and RBF kernel. Using linear kernel, the best result (with the accuracy rate of 100%) was attained.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Indian Heart Journal - Volume 69, Issue 4, July–August 2017, Pages 491-498
نویسندگان
, , , , ,