Diagnosing Old MI by Searching for a Linear Boundary in the Space of Principal Components.

Diagnosing Old MI by Searching for a Linear Boundary in the Space of Principal Components.

Body surface potential mapping (BSPM) is a technique employing multiple electrodes to capture, via noninvasive means, an indication of the heart's condition. An inherent problem with this technique is the resulting high-dimensional recordings and the subsequent problems for diagnostic classifie...

Volledige beschrijving

Bibliografische gegevens
Gepubliceerd in:IEEE Transactions on information technology in biomedicine 10, 3 (2006).
Hoofdauteur: Donnelly, M.P
Formaat: Artikel
Taal:English
Onderwerpen:
QRS isointegral map.
Benchmark classifier.
Body surface potential mapping.
Diagnostic classifiers.
Electrocardiogram.
Heart condition.
Inferior myocardial infarction.
Learning process.
Linear hyperplane approach.
Multiple electrodes.
N-dimensional Euclidean space.
Perceptron-based classifier.
Principal component analysis.
Ventricular depolarization.