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Computational Systems Bioinformatics: Methods and Biomedical Applications Book

Computational Systems Bioinformatics: Methods and Biomedical Applications
Computational Systems Bioinformatics: Methods and Biomedical Applications, Computational systems biology is a new and rapidly developing field of research, concerned with understanding the structure and processes of biological systems at the molecular, cellular, tissue, and organ levels through computational modeling as well as , Computational Systems Bioinformatics: Methods and Biomedical Applications has a rating of 2 stars
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Computational Systems Bioinformatics: Methods and Biomedical Applications, Computational systems biology is a new and rapidly developing field of research, concerned with understanding the structure and processes of biological systems at the molecular, cellular, tissue, and organ levels through computational modeling as well as , Computational Systems Bioinformatics: Methods and Biomedical Applications
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  • Computational Systems Bioinformatics: Methods and Biomedical Applications
  • Written by author Stephen T C Wong
  • Published by World Scientific Publishing Company, Incorporated, April 2008
  • Computational systems biology is a new and rapidly developing field of research, concerned with understanding the structure and processes of biological systems at the molecular, cellular, tissue, and organ levels through computational modeling as well as
  • Computational systems biology is a new and rapidly developing field of research, concerned with understanding the structure and processes of biological systems at the molecular, cellular, tissue, and organ levels through computational modeling as well as
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Authors

Preface     v
Introduction     1
Mathematical, Statistical, and Data Mining Principles     15
Missing Value Estimation Using KNN and Bayesian Methods     38
Normalization, Scaling, and Discretization     60
Cross-platform Comparison     80
Discovering Differential Biomarkers     99
Gene Selection and Classification     115
Gene Clustering     162
Gene Prediction     186
Reverse Engineering: Gene Regulatory Network Construction and Its Behavior     219
Motif Detection and Transcription Factor Binding Site (TFBS) Identification     251
Integrated Microarray and Gene Sequence Analysis     274
Protein Structure Informatics     307
Biomarker Discovery from Proteomics     327
Bioimaging Informatics     348
Conclusions     373
Index     377


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Computational Systems Bioinformatics: Methods and Biomedical Applications, Computational systems biology is a new and rapidly developing field of research, concerned with understanding the structure and processes of biological systems at the molecular, cellular, tissue, and organ levels through computational modeling as well as , Computational Systems Bioinformatics: Methods and Biomedical Applications

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