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Networks in Systems Biology: Applications for Disease Modeling (in English)
Da Silva, Fabricio Alves Barbosa ; Carels, Nicolas ; Trindade Dos Santos, Marcelo (Author)
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Springer
· Paperback
Networks in Systems Biology: Applications for Disease Modeling (in English) - Da Silva, Fabricio Alves Barbosa ; Carels, Nicolas ; Trindade Dos Santos, Marcelo
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Synopsis "Networks in Systems Biology: Applications for Disease Modeling (in English)"
1. Network Medicine: Methods and Applications.- 2. Computational Tools to Compare Biological Networks.- 3. Functional Gene Networks and their Applications.- 4. A Review of Artificial Neural Networks for the Prediction of Essential Proteins.- 5. Transcriptograms: A Genome Wide Gene Expression Analysis Method.- 6. A Tutorial on Sobols' Global Sensitivity Analysis Applied to Biological Models.- 7. Reaction Network Models as a Tool to Study Gene Regulation and Cell Signaling in Development and Diseases.- 8. Challenges for the Optimization of Drug Therapy in the Treatment of Cancer.- 9. Opportunities and Challenges Provided by Boolean Modelling of Cancer Signalling Pathways.- 10. Integrating Omics Data to Prioritize Target Genes in Pathogenic Bacteria.- 11. Modelling Oxidative Stress Pathways.- 12. Computational Modeling in Virus Infections and Virtual Screening, Docking and Molecular Dynamics in Drug Design.- 13. Cellular Regulatory Network Modeling Applied to Breast Cancer.
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The book is written in English.
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