Classification of Carpentier-Edwards bioprosthesis heart valves using an adaptive single layer perceptron

• Published in: Proceedings of 17th International Conference of the Engineering in Medicine and Biology Society Vol. 1; pp. 129 - 130 vol.1
• Main Authors: Sava, H.P., Bedi, R., McDonnell, J.T.E., Grant, P.M.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 1995
• Subjects: Data mining; Displays; Feature extraction; Frequency estimation; Heart valves; Matrix decomposition; Noise measurement; Pins; Signal synthesis; Thyristors

Presents the application of a single layer perceptron (SLP) for classification of normal (NF) and malfunctioning (MF) Carpentier-Edwards (C-E) bioprosthetic heart valves. Twenty six patients with a C-E valve implanted in the aortic position mere investigated in this study. Three features extracted f...