Computational Intelligence Processing in Medical Diagnosis
Physica (Verlag)
978-3-7908-2509-1 (ISBN)
Prof. Dr. Manfred Schmitt ist Lehrstuhlinhaber für Diagnostik, Differentielle und Persönlichkeitspsychologie, Universität Koblenz-Landau.
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.
Erscheint lt. Verlag | 21.10.2010 |
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Reihe/Serie | Studies in Fuzziness and Soft Computing |
Zusatzinfo | XX, 496 p. |
Verlagsort | Heidelberg |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 769 g |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Informatik ► Weitere Themen ► Bioinformatik | |
Medizin / Pharmazie | |
Technik ► Medizintechnik | |
Schlagworte | Artificial Intelligence • biomedical engineering • classification • Computational Intelligence • Data Mining • Diagnosis • Evolution • Evolutionary Computing • Expert System • fuzzy • fuzzy system • Fuzzy Systems • Intelligence • knowledge base • Medical Diagnosis • Medical Prognosis • Medicine • Neural networks |
ISBN-10 | 3-7908-2509-3 / 3790825093 |
ISBN-13 | 978-3-7908-2509-1 / 9783790825091 |
Zustand | Neuware |
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