Background: ST-segment deviation is the routine manifestations in the ST segment [1 ,2]. In this study, a different method for the diagnosis of coronary heart diseases. However, method, based on time-frequency analysis of heart rate other phenomena, such as heart rate changes and a posture variability (HRV), was proposed to evaluate the possibility of change can cause similar manifestations in the ST segment, lowing detecting the existence of ST-segment deviation episodes and the sensitivity and specificity of the detection. In this study, a the classification of them.* Corresponding author 1-4244-0949-7/07/$25.00 ©C2007 IEEE.