Trends in modeling Biomedical Complex Systems

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作者
Luciano Milanesi
Paolo Romano
Gastone Castellani
Daniel Remondini
Pietro Liò
机构
[1] National Research Council,Institute of Biomedical Technology
[2] Bioinformatics,Physics Department of Bologna University
[3] National Cancer Research Institute,Computer Laboratory
[4] Galvani Center for Biocomplexity and INFN,undefined
[5] University of Cambridge,undefined
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In this paper we provide an introduction to the techniques for multi-scale complex biological systems, from the single bio-molecule to the cell, combining theoretical modeling, experiments, informatics tools and technologies suitable for biological and biomedical research, which are becoming increasingly multidisciplinary, multidimensional and information-driven. The most important concepts on mathematical modeling methodologies and statistical inference, bioinformatics and standards tools to investigate complex biomedical systems are discussed and the prominent literature useful to both the practitioner and the theoretician are presented.
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