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Computational intelligence processing in medical diagnosis

Author: Manfred Schmitt
Publisher: Heidelberg ; New York : Physica-Verlag, [2002] ©2002
Series: Studies in fuzziness and soft computing, volume 96.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Computational intelligence techniques are gaining momentum in the medical prognosis and diagnosis. This volume presents advanced applications of machine intelligence in medicine and bio-medical engineering. Applied methods include knowledge bases, expert systems, neural networks, neuro-fuzzy systems, evolvable systems, wavelet transforms, and specific internet applications. The volume is written in view of  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Computational intelligence processing in medical diagnosis
(DLC) 2002023335
(OCoLC)49260095
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Manfred Schmitt
ISBN: 9783790817881 3790817880 9783790825091 3790825093
OCLC Number: 883383523
Description: 1 online resource (xx, 496 pages) : illustrations.
Contents: Introduction --
Computational intelligence techniques in medical decision making: the data mining perspective --
Internet-based decision support for evidence-based medicine --
Integrating kernel methods into a knowledge-based approach to evidence-based medicine --
Case-based reasoning prognosis for temporal courses --
Pattern recognition in intensive care online monitoring --
Artificial neural network models for timely assessment of trauma complication risk --
Artificial neural networks in medical diagnosis --
The application of neural networks in the classification of the electrocardiogram --
Neural network predictions of significant coronary artery stenosis in women --
A modular neural network system for the analysis of nuclei in histopathological sections --
Septic shock diagnosis by neural networks and rule based systems --
Monitoring depth of anesthesia --
Combining evolutionary and fuzzy techniques in medical diagnosis --
Genetic algorithms for feature selection in computer-aided diagnosis.
Series Title: Studies in fuzziness and soft computing, volume 96.
Responsibility: editors, Manfred Schmitt [and others].
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Abstract:

The volume is written in view of explaining to the practitioner the fundamental issues related to computational intelligence paradigms and to offer a fast and friendly-managed introduction to the  Read more...

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