A hand-held electrocardiograph system with automatic analysis and interpretation is provided. The electrocardiograph includes an acquisition element adapted to be coupled to a patient through a set of relatively short leadwires and a hand-held, battery powered portable processing and display element coupled to the acquisition element and controlled through a graphical user interface.