PATTERN RECOGNITION SYSTEM FOR IDENTIFYING PATIENTS WITH ISCHEMIC HEART DISEASE

Systems and methods for evaluating patients for ischemic heart disease are provided. An example system includes a flow sensor to sense a respiratory flow, an analyzer to determine a respiratory gas composition of at least a portion of the respiratory flow, an ECG device configured to determine ST segment values, and a computing device. The computing device may be configured to: receive gas exchange measurements that are based on breath-by-breath data captured by the flow sensor and the analyzer during a cardiopulmonary exercise test that includes an exercise phase; receive ST segment values captured by the ECG device during the cardiopulmonary exercise test; determine an ischemic index value based on the received gas exchange measurements and ST segment values; and output the ischemic index. The ST segment values may include ST segment depression or elevation values and the ischemic index value may be determined from the ST segment depression/elevation values.