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Author Pal, Ranadip, 1980- author

Title Predictive modeling of drug sensitivity / Ranadip Pal
Published Amsterdam : Academic Press, 2016
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Description 1 online resource
Notes 1. Introduction 2. Data Characterization 3. Feature Selection and Extraction from Heterogeneous genomic characterizations 4. Validation Methodologies 5. Tumor Growth Models 6. Overview of Predictive Modeling Based on Genetic Characterizations 7. Predictive Modeling Based on Random Forests 8. Predictive Modeling Based on Multivariate Random Forests 9. Predictive Modeling based on Functional and Genomic Characterizations 10. Inference of Dynamic Biological Networks based on Perturbation Data 11. Combination Therapeutics 12. Online Resources 13. Challenges
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Subject Drug resistance.
Drugs -- Mathematical models.
Pharmacology -- Mathematical models.
Form Electronic book
ISBN 012805431X (ePub ebook)
9780128054314 (ePub ebook)