Australasia's Biggest Online Store

We won't be beaten by anyone. Guaranteed

Predictive Modeling of Drug Sensitivity

Product Description
Product Details

Promotional Information

Presents state-of-the-art predictive modeling methods for drug sensitivity that allows users to apply mathematical tools in different biological scenarios

Table of Contents

Chapter 1: Introduction Chapter 2: Data characterization Chapter 3: Feature selection and extraction from heterogeneous genomic characterizations Chapter 4: Validation methodologies Chapter 5: Tumor growth models Chapter 6: Overview of predictive modeling based on genomic characterizations Chapter 7: Predictive modeling based on random forests Chapter 8: Predictive modeling based on multivariate random forests Chapter 9: Predictive modeling based on functional and genomic characterizations Chapter 10: Inference of dynamic biological networks based on perturbation data Chapter 11: Combination therapeutics Chapter 12: Online resources Chapter 13: Challenges

About the Author

Ranadip Pal is an associate professor in the Electrical and Computer Engineering Department, at the Texas Tech University, USA. His research areas are stochastic modeling and control, genomic signal processing, and computational biology. He is the author of more than 60 peer-reviewed articles including publications in high impact journals such as Nature Medicine and Cancer Cell. He has contributed extensively to robustness analysis of genetic regulatory networks and predictive modeling of drug sensitivity. His research group was a top performer in NCI supported drug sensitivity prediction challenge.

Ask a Question About this Product More...
Write your question below:
Look for similar items by category
How Fishpond Works
Fishpond works with suppliers all over the world to bring you a huge selection of products, really great prices, and delivery included on over 25 million products that we sell. We do our best every day to make Fishpond an awesome place for customers to shop and get what they want — all at the best prices online.
Webmasters, Bloggers & Website Owners
You can earn a 5% commission by selling Predictive Modeling of Drug Sensitivity on your website. It's easy to get started - we will give you example code. After you're set-up, your website can earn you money while you work, play or even sleep! You should start right now!
Authors / Publishers
Are you the Author or Publisher of a book? Or the manufacturer of one of the millions of products that we sell. You can improve sales and grow your revenue by submitting additional information on this title. The better the information we have about a product, the more we will sell!
Item ships from and is sold by Fishpond World Ltd.
Back to top