An algorithm for the early detection of acute myocardial infarction (M
I) using body surface electrocardiographic potential mapping has been
developed. The mapping system consists of a 64-hydrogel electrode harn
ess applied rapidly to the anterior chest, from which electrocardiogra
phic signals are stored on a memory card and processed by computer. At
each of the 64 points, QRS and ST-T isointegrals and 10 other feature
s of the QRST segment are measured. Using these measurements, new vari
ables are derived that express the shape of the three-dimensional geom
etric surface of the map. The isointegrals, features, and shape variab
les are used in a variety of techniques to discriminate between MI and
control subjects. Maps were recorded from 69 patients al initial pres
entation of chest pain suggestive of acute MI and from 80 healthy cont
rol subjects. Using a multiple logistic regression technique, 14 varia
bles were identified that correctly classified 79 of the 80 control su
bjects (specificity, 98.8%) and 65 of the 69 MI patients (sensitivity,
94.2%). The algorithm based on these 14 variables was applied prospec
tively to maps recorded on a further 48 control subjects and 59 patien
ts with acute MI. Of the MI patients, 31 had inferior, 13 inferoposter
ior, 10 anterior, 2 posterior, 1 lateral, 1 inferior with right bundle
branch block, and 1 anterior non Q wave MI. The algorithm correctly c
lassified all 48 control subjects (specificity, 100%) and 57 of the 59
MI patients (sensitivity, 96.6%). Marked differences in the three-dim
ensional geometric map surfaces between the control subjects and MI pa
tients were demonstrated. Variables derived from these surfaces form t
he basis of an algorithm with a high sensitivity and specificity for t
he automated detection of acute MI. The design of adaptive algorithms
and their application to patients with chest pain and atypical electro
cardiographic changes, particularly ST depression, may lead to the ear
lier detection of MI and greater numbers of patients receiving thrombo
lytic therapy.