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Computational Systems Bioinformatics: Methods and Biomedical Applications

Autor Xiaobo Zhou, Stephen T. C. Wong
en Limba Engleză Hardback – 31 mar 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 novel information theoretic data and image analysis methods. By focusing on either information processing of biological data or on modeling physical and chemical processes of biosystems, and in combination with the recent breakthrough in deciphering the human genome, computational systems biology is guaranteed to play a central role in disease prediction and preventive medicine, gene technology and pharmaceuticals, and other biotechnology fields. This book begins by introducing the basic mathematical, statistical, and data mining principles of computational systems biology, and then presents bioinformatics technology in microarray and sequence analysis step-by-step. Offering an insightful look into the effectiveness of the systems approach in computational biology, it focuses on recurrent themes in bioinformatics, biomedical applications, and future directions for research.
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Specificații

ISBN-13: 9789812707048
ISBN-10: 9812707042
Pagini: 387
Dimensiuni: 167 x 231 x 22 mm
Greutate: 0.76 kg
Editura: World Scientific Publishing Company