Kniha Computational Intelligence Methods on Biomedical Signal Analysis Liviu Vladutu

Computational Intelligence Methods on Biomedical Signal Analysis

COMPUTATIONAL INTELLIGENCE METHODS ON BIOMEDICAL SIGNAL ANALYSIS AND DATA MINING IN MEDICAL RECORDS

Autor: Liviu Vladutu
Jazyk: Angličtina
Väzba: Brožovaná
Dostupnosť: U vydavateľa na objednávku
Odosielame za 17-27 dní
58.29
This book is centered around the development and§application of computationally effective§solutions...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2009
Stránok
160
EAN
9783639169942
Enbook ID
06825338
Hmotnosť
255
Rozmery
150 x 220 x 10

Kompletný popis

This book is centered around the development and§application of computationally effective§solutions based on artificial neural networks (ANN)§for biomedical signal analysis and data§mining on medical records. The description of some§ANN types is followed by the description of a new§model design for pattern classification. A detailed§description of the wavelets theory is included§together with an example of it''s practical use for §feature pre-processing. In the field of Biomedical§Engineering, the goal of a researcher is to provide§the clinician with the best possible§information needed to make an accurate diagnosis.§The new learning paradigms proposed, based on§semi-supervised learning are imposing themselves as§an emergent powerful modeling methodology to be§applied not only on unidimensional medical signals§(like ECG or EEG signals) but also in image analysis§and many other engineering fields.

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