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Your search keyword '"Prauzek, M."' showing total 2 results
Start Over Author "Prauzek, M." Topic neural network
2 results on '"Prauzek, M."'

2. Reconstruction of ECG precordial leads by PCA and neural networks

Author

Silvia Conforto, Tomas Peterek, Michal Prauzek, IFMBE, Prauzek, M, Peterek, T, and Conforto, Silvia

Subjects
Artificial neural network, Computer science, business.industry, ECG, Neural Network, Pattern recognition, Data_CODINGANDINFORMATIONTHEORY, Precordial examination, Spectra, Precordial Lead, ComputingMethodologies_PATTERNRECOGNITION, ComputerSystemsOrganization_SPECIAL-PURPOSEANDAPPLICATION-BASEDSYSTEMS, Ecg lead, Artificial intelligence, Reconstruction, business
Abstract

The paper describes possibilities of simplifying the measurement set-up for ECG recordings, by reducing the number of leads. The study proposes a technique to reduce the number of measurements or to reconstruct ECG leads by neural networks. The results are encouraging and show how it is possible to reconstruct ECG leads. The goal of this work is in the possibilities of reconstruction ECG precordial leads and the algorithm of reconstruction.

Published
2013

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