We confirmed that the prediction of significant CAD is primarily driven by the patient’s symptoms. A detailed history of the patient’s symptoms remains most important in the diagnostic work-up of patients with suspected CAD. However, history taking is difficult and subjective, therefore limiting our ability to accurately predict the presence of CAD. Hence, further diagnostic testing will be important, even in patients with a low to intermediate probability of CAD.