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Advanced Computational Methods for Biocomputing and Bioimaging
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Editors: Tuan D. Pham (James Cook University, Australia), Hong Yan (City University of Hong Kong, Hong Kong) and Denis I. Crane (Griffith University, Australia)
Book Description:
Computational models have been playing a significant role for the computer-based analysis of biological and biomedical data. Given the recent availability of genomic sequences and microarray gene expression data, there is an increasing demand for developing and applying advanced computational techniques for exploring these types of data such as functional interpretation of gene expression data, deciphering of how genes and proteins work together in pathways and networks, extracting and analysing phenotypic features of mitotic cells for high throughput screening of novel anti-mitotic drugs. Successful applications of advanced computational algorithms to solving modern life-science problems will make significant impacts on several important and promising issues related to genomic medicine, molecular imaging, and the scientific knowledge of the genetic basis of diseases.

Table of Contents:

Chapter 1 - Microarray Image Analysis and Spot Segmentation;
pp. 1-37
(Alan Wee-Chung Liew, Hong Yan, and Mengsu Yang)

Chapter 2 - Gene Microarray Cross Platform Study: Normalization, Comparison and Meta Analysis; pp. 39-53
(Xioabo Zhou, Kuang-Yu Liu, and Stephen T.C. Wong)

Chapter 3 - A general FDR-based computational framework for sample size planning in microarray studies; pp. 54-69
(Danh V. Nguyen, Hao Liu, and Damla Senturk)

Chapter 4 - Biological sequence analysis by vector-valued functions:
revisiting alignment-free methodologies for DNA and protein classification; pp. 70-105
(Susana Vinga)

Chapter 5 - Segmentation of genomic DNA sequences; pp. 106-125
(Rajeev K. Azad, Jeffrey G. Lawrence, Vivek and Ram Ramaswamy)

Chapter 6 - A Method for Constructing Large DNA Codesets; pp. 125-142
(Vinhthuy Phan)

Chapter 7 - Modeling Methods for Cell Phase Classification;
pp. 143-166
(Dat T. Tran and Tuan D. Pham)

Chapter 8 - A Hybrid Approach Based on Genetic Algorithms in Conjunction with Statistical Methods for the Diagnosis of Breast Cancer; pp. 167-188
(Brijesh Verma, Ping Zhang, and Kuldeep Kumar)

Chapter 9 - WebProt: Online Mining and Annotation of Biomedical Literature using Google; pp. 189-206
(Rune Sætre, Martin T. Ranang, Tonje S. Steigedal, Kamilla Stunes, Kristine Misund, Liv Thommesen, and Astrid Lægreid)


   Binding: Hardcover
   Pub. Date: 2007
   ISBN: 1-60021-278-6
   Status: AV
Status Code Description
AN Announcing
FM Formatting
PP Page Proofs
FP Final Production
EP Editorial Production
PR At Prepress
AP At Press
AV Available
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