Statistical pattern recognition techniques may be applied to cardiograms for automated diagnosis. The three vectorcardiographic signals in the Frank-orthogonal-lead system are expressed as truncated Karhunen-Loeve expansion in terms of a set of time-varying orthogonal basis vectors. These vect.