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Data Mining in Drug Discovery

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Written for drug developers rather than computer scientists, this monograph adopts a systematic approach to mining scientifi c data sources, covering all key steps in rational drug discovery, from compound screening to lead compound selection and personalized medicine. Clearly divided into four sections, the first part discusses the different data sources available, both commercial and non-commercial, while the next section looks at the role and value of data mining in drug discovery. The third part compares the most common applications and strategies for polypharmacology, where data mining can substantially enhance the research effort. The final section of the book is devoted to systems biology approaches for compound testing.

Throughout the book, industrial and academic drug discovery strategies are addressed, with contributors coming from both areas, enabling an informed decision on when and which data mining tools to use for one's own drug discovery project.

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Applying COM+
Applying COM+

Intermediate to advanced C++ and Visual Basic developers will benefit significantly from this book, particularly if they understand COM superficially, but now need a complete understanding of both COM and COM+. Specifically, the book will do the following:

  • Provide a thorough grounding in core COM...

Theology in Stone: Church Architecture from Byzantium to Berkeley
Theology in Stone: Church Architecture from Byzantium to Berkeley
Thinking about church architecture has come to an impasse. Reformers and traditionalists are talking past each other. Statements from both sides are often strident and dogmatic. In Theology in Stone, Richard Kieckhefer seeks to help both sides move beyond the standoff toward a fruitful conversation about houses of worship. Drawing on a wide range...
Communication Networks And Computer Systems (Communications and Signal Processing)
Communication Networks And Computer Systems (Communications and Signal Processing)
Communication networks and computer systems research is entering a new phase in which many of the established models and techniques of the last twenty years are being challenged. The research community is continuing to free itself from past intellectual constraints so that it may fully exploit the convergence of computing and communications....

Annoying: The Science of What Bugs Us
Annoying: The Science of What Bugs Us

Two crackerjack science journalists from NPR look at why some things (and some people!) drive us crazy

It happens everywhere?offices, schools, even your own backyard. Plus, seemingly anything can trigger it?cell phones, sirens, bad music, constant distractions, your boss, or even your spouse. We all know certain things get...

Informatics for the Clinical Laboratory: A Practical Guide for the Pathologist (Health Informatics)
Informatics for the Clinical Laboratory: A Practical Guide for the Pathologist (Health Informatics)

This series is directed to healthcare professionals who are leading the tra- formation of health care by using information and knowledge. Launched in 1988 as Computers in Health Care, the series offers a broad range of titles: some addressed to specific professions such as nursing, medicine, and health administration; others to special areas...

Organize Your Life: Free Yourself from Clutter and Find More Personal Time
Organize Your Life: Free Yourself from Clutter and Find More Personal Time
Time—don’t we all wish we had more of it! I don’t need to tell you that twenty-four hours per day is all we get. The trick is to make the most of our time. You really do have time for what you need and want to do. You just need to start setting priorities.

Most of my clients find that they are so overwhelmed by all the
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