Vladutu, L: Computational Intelligence Methods on Biomedical
(Sprache: Englisch)
This book is centered around the development andapplication of computationally effectivesolutions based on artificial neural networks (ANN)for biomedical signal analysis and datamining on medical records. The description of someANN types is followed by the...
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This book is centered around the development andapplication of computationally effectivesolutions based on artificial neural networks (ANN)for biomedical signal analysis and datamining on medical records. The description of someANN types is followed by the description of a newmodel design for pattern classification. A detaileddescription of the wavelets theory is includedtogether with an example of it''s practical use for feature pre-processing. In the field of BiomedicalEngineering, the goal of a researcher is to providethe clinician with the best possibleinformation needed to make an accurate diagnosis.The new learning paradigms proposed, based onsemi-supervised learning are imposing themselves asan emergent powerful modeling methodology to beapplied not only on unidimensional medical signals(like ECG or EEG signals) but also in image analysisand many other engineering fields.
Autoren-Porträt von Liviu Vladutu
Education: BSc (Honors) in Computer Science from University ofCraiova, Romania in 1988MSc in Biomedical Engineering, University of Patras, Greece, 1999PhD from the Inter-University Program of Postgraduate studiesfrom Universities of Athens and Patras-Greece in 2004Postdoctoral studies at University of South Carolina & DublinCity University
Bibliographische Angaben
- Autor: Liviu Vladutu
- 160 Seiten, Maße: 15 x 22 cm, Kartoniert (TB), Englisch
- Verlag: VDM Verlag
- ISBN-10: 3639169948
- ISBN-13: 9783639169942
- Erscheinungsdatum: 25.10.2013
Sprache:
Englisch
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