Bioinformatics and biomarker discovery

"Bioinformatics and biomarker discovery" Table Of Contents:

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

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