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Humans to Proteins
Advances in Computational Life Sciences Series Volume 2
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| Edited by: |
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MT Michalewicz
| | CSIRO Mathematical and Information Sciences |
Colour illustrations
228 pages
Publisher:
CSIRO PUBLISHING
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| | This volume presents a range of selected examples of applications of computation and computers in widely diverse and complementary areas of medicine and anatomy, neurophysiology, biochemistry, molecular biology and bioinformatics from some of the world's leading experts in computer modelling.
We see how a fundamental physical description, common mathematical formalism, computing methods, modelling and simulation techniques, and computer visualisation help advance our knowledge of living forms through the use of powerful computers and computational methods.
Computational neurophysiology topics cover EEG simulation of cortex, large scale simulation of multi-layer and patchy cortex-like systems, simulation of large scale, anatomically realistic networks of intestinal (enteric) neurons during reflexes and modelling of long-term synaptic potentiation and depression.
A chapter on computers and computations in cognitive science discusses the cognitive systems of computers or dynamical systems. Chapters deal with protein structure prediction and the challenge of genome projects; the prediction of binding peptides utilising experimental binding data and reported binding motifs combined with genetic algorithms and artificial neural networks; application of interactive computer graphics in the analysis of molecular sequences and general issues of successful delivery of computational resources to the users – the biologists. The final seven chapters deal with various aspects of molecular biology, protein biochemistry and bioinformatics. | |
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Preface
Chapters:
- The Visible Human Project - Male and Female . V. Spitzer
- Computer-Aided Diagnosis from Medical Images Using Anatomical Models. L. Wilson, M.S. Brown, S.F. Brown, V. Vuwong, B.D. Doust & R.W. Gill
- Large Scale Computational Simulation of Cortex-like System Using a CRAY YMP Computer. B. Ramsden, G. Egan & R. Siberstein
- Models of Cerebal Dynamics. J. Wright
- Large Scale Computational Reconstruction of Enteric Nerve Circuits. J.C. Bornstein
- Recent Progress in Developing Computational Models of Long-term Potentiation and Depression. C. Coomber
- Computation and Dynamics in Cognitive Science: An Overview. T. van Gelder
- Protein Structure Prediction: Meeting the Challenge of Genome Projects. G. Barton
- Graphical Represenation in Sequence Analysis. G.F. Weiller
- Delivering the Goods: Putting Solutions to Computational Problems Into the Hands of Biologists. T. Littlejohn
- Protein Dynamics: Correlation Between NMR Spectroscopy, X-Ray Crystallography and Molecular Dynamics Simulations. C. Lim
- Molecular Dynamics Simulations of Membrane Proteins. B. Roux
- Reaction Mechanisms in Enzyme Active Sites Using a Divide and Conquer Approach: Mixed Quantum and Molecular Mechanics (qm/MM). J.E. Gready
- Hybrid System for Prediction of MHC Class II Binding Peptides. V. Brusic, G. Rudy, J. Hammer, L.C. Harrison
Contributors
Index | |
| | "The content is extremely broad, and while it seems unlikely that any individual would attempt to read every item, any medical practitioner should find something of interest. …there is something in here for everyone with a scientific bent."
Jeremy Price, Canberra Doctor 1998 | |
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