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Artificial Neural Networks in Medicine and Biology: Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13-16 May 2000 (Perspectives in Neural Computing)
 
 
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Artificial Neural Networks in Medicine and Biology: Proceedings of the ANNIMAB-1 Conference, Göteborg, Sweden, 13-16 May 2000 (Perspectives in Neural Computing) [Paperback]

H. Malmgren (Editor), M. Borga (Editor), L. Niklasson (Editor)

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Book Description

May 11, 2000 1852332891 978-1852332891 1st Edition.
This volume comprises a selection of papers presented at ANNIMAB-1, the first conference to focus specifically on the topics of ANNs in medicine and biology. It covers three main areas: The medical applications of ANNs, such as in diagnosis and outcome prediction, medical image analysis, and medical signal processing; The uses of ANNs in biology outside clinical medicine, such as in data analysis, in molecular biology, and in simulations of biological systems; The theoretical aspects of ANNs, examining recent developments in learning algorithms and the possible role of ANNs in the medical decision process. Summarising the state-of-the-art and analysing the relationship between ANN techniques and other available methods, it also points to possible future biological and medical uses of ANNs. Essential reading for all neural network theorists, it will also be of interest to biologists and physicians with an interest in modelling and advanced statistical techniques.

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Inside This Book (learn more)
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
ranked class profiles, straight right leg raise, terminal node outputs, liver tissue image, rotational power spectra, image enhancement methods, kohonen clustering network, leg pain symptoms, seizure components, common nevi, particle swarm optimisation, fractal dimension estimation, tumour blood flow, knowledge discovery method, combined predictor, growing neural gas, false detection rate, digitorum muscle, stepwise logistic regression analysis, catastrophic forgetting, first dorsal interosseous muscle, neuronal adaptation, ensemble members, lumbar extension, hidden unit activations
Key Phrases - Capitalized Phrases (CAPs): (learn more)
New York, Morgan Kaufmann, Biomedical Engineering, University of California, Adaptive Behavior, Cambridge University Press, Lund University Lund, Oxford University Press, San Mateo, Biological Cybernetics, Brain Research, Helsinki University of Technology, John Wiley, Journal of Molecular Biology, New England Medical Center, Tom Heskes, Aston University Birmingham, Bioinformatics Group, Chemical Research Center, Hungarian Academy of Sciences, Lopes da Silva, Magn Reson Imaging, Proc Computers, Proc Royal Soc Lond, Results Figure
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