Abstracf. In this work an implcmentation of the MultiState Kalman filter far trend analysis of ST-segment parameters derived from the ECG, is presented. The outputs of the filter srve as a numeric to symbolic transformation btock useful to implcment an inteIligent daming system for ischemia monitoring. The methodology has been tested using selected records form the European Database showing excellent performance.