Genomics and Proteomics Engineering in Medicine and Biology / IEEE Press Series on Biomedical Engineering (PDF)

Preface. Contributors. 1. Qualitative Knowledge Models in Functional Genomics and Proteomics (Mor Peleg, Irene S. Gabashvili, and Russ B. Altman). 1.1. Introduction. 1.2. Methods and Tools. 1.3. Modeling Approach and Results. 1.4. Discussion. 1.5. Conclusion. References. 2. Interpreting Microarray Data and Related Applications Using Nonlinear System Identification (Michael Korenberg). 2.1. Introduction. 2.2. Background. 2.3. Parallel Cascade Identification. 2.4. Constructing Class Predictors. 2.5. Prediction Based on Gene Expression Profiling. 2.6. Comparing Different Predictors Over the Same Data Set. 2.7. Concluding Remarks. References. 3. Gene Regulation Bioinformatics of Microarray Data (Gert Thijs, Frank De Smet, Yves Moreau, Kathleen Marchal, and Bart De Moor). 3.1. Introduction. 3.2. Introduction to Transcriptional Regulation. 3.3. Measuring Gene Expression Profiles. 3.4. Preprocessing of Data. 3.5. Clustering of Gene Expression Profiles. 3.6. Cluster Validation. 3.7. Searching for Common Binding Sites of Coregulated Genes. 3.8. Inclusive: Online Integrated Analysis of Microarray Data. 3.9. Further Integrative Steps. 3.10. Conclusion. References. 4. Robust Methods for Microarray Analysis (George S. Davidson, Shawn Martin, Kevin W. Boyack, Brian N. Wylie, Juanita Martinez, Anthony Aragon, Margaret Werner-Washburne, Monica Mosquera-Caro, and Cheryl Willman). 4.1. Introduction. 4.2. Microarray Experiments and Analysis Methods. 4.3. Unsupervised Methods. 4.4. Supervised Methods. 4.5. Conclusion. References. 5. In Silico Radiation Oncology: A Platform for Understanding Cancer Behavior and Optimizing Radiation Therapy Treatment (G. Stamatakos, D. Dionysiou, and N. Uzunoglu). 5.1. Philosophiae Tumoralis Principia Algorithmica: Algorithmic Principles of Simulating Cancer on Computer. 5.2. Brief Literature Review. 5.3. Paradigm of Four-Dimensional Simulation of Tumor Growth and Response to Radiation Therapy In Vivo. 5.4. Discussion. 5.5. Future Trends. References. 6.

METIN AKAY, PHD, is the Interim Chair and Professor of Bioengineering for the Harrington Department of Bioengineering at the Arizona State University. Dr. Akay is the founding Series Editor of the IEEE Press Series on Biomedical Engineering. In 1997, he received the prestigious Early Career Achievement Award from the IEEE Engineering in Medicine and Biology Society (EMBS). He was the program chair of both the annual IEEE EMBS Conference and Summer School for 2001. Dr. Akay has published several papers in the field and authored, coauthored, or edited fourteen books. He is also the editor in chief of the Wiley Encyclopedia of Biomedical Engineering.

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