Bioinformatics and biomarker discovery : "omic" data analysis for personalised medicine / Francisco Azuaje.

Includes bibliographical references and index.

Biomarkers and bioinformatics -- Review of fundamental statistical concepts -- Biomarker-based prediction models : design and interpretation principles -- An introduction to the discovery and analysis of genotype-phenotype associations -- Integrative approaches to genotype-phenotype association discovery / Ana Dopazo -- Biomarkers and gene expression data analysis -- Advances in biomarker discovery with gene expression data / Haiying Wang and Huiru Zheng -- Proteomics and metabolomics for biomarker discovery : an introduction to spectral data analysis -- Data integration in proteomics and metabolomics for biomarker discovery / Kenneth Bryan -- Disease biomarkers and biological interaction networks -- Commentary on disease biomarkers and biological interaction networks / Zhongming Zhao -- Integrative data analysis for biomarker discovery -- Data integration : the next big hope? / Yves Moreau -- Information resources and software tools for biomarker discovery -- Challenges and research directions in bioinformatics and biomarker discovery -- Towards building knowledge-based assistants for intelligent data analysis in biomarker discovery / Riccardo Bellazzi -- Accompanying commentary on challenges and opportunities of bioinformatics in disease biomarker discovery / Gary B. Fogel.

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