An introduction to high content screening : imaging technology, assay development, and data analysis in biology and drug discovery /
Using a collaborative and interdisciplinary author base withexperience in the pharmaceutical industry and academia, this book is a practical resource for high content (HC) techniques. Instructs readers on the fundamentals of highcontent screening (HCS) techniques ; Focuses on practical and widely-us...
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Other Authors: | , , , , |
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Format: | Electronic eBook |
Language: | English |
Published: |
Hoboken, New Jersey :
John Wiley & Sons Inc.,
[2015]
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Subjects: | |
Online Access: |
Full text (MFA users only) |
ISBN: | 9781118859476 1118859472 0470624566 9780470624562 1322881065 9781322881065 |
Local Note: | ProQuest Ebook Central |
Table of Contents:
- Introduction / Steven Haney
- Fluorescence and cell labeling / Anthony Davies, Steven Haney
- Microscopy fundamentals / Steven Haney, Anthony Davies, Doug Bowman
- Image processing / John Bradley, Doug Bowman, Arijit Chakravarty
- Selecting and setting up a high content imaging platform / Craig Furman, Doug Bowman, Anthony Davies, Caroline Shamu, Steven Haney
- Informatics considerations / Jay Copeland, Caroline Shamu
- Basic high content assay development / Steven Haney, Doug Bowman
- Designing metrics for high content assays / Arijit Chakravarty, Steven Haney, Doug Bowman
- Analyzing well-level data / Steven Haney, Arijit Chakravarty
- Analyzing cell level data / Steven Haney, Lin Guey, Arijit Chakravarty
- Designing robust assays / Arijit Chakrivarty, Doug Bowman, Anthony Davies, Caroline Shamu
- Automation and screening / John Donovan, Arijit Chakravarty, Anthony Davies, Steven Haney, Doug Bowman, John Ringling, Ben Knight
- High content analysis for tissue samples / Kristine Burke, Vaishali Sinde, Alice McDonald, Doug Bowman, Arijit Chakrivarty
- Factoring and clustering high content data / Steven Haney, Arijit Chakravarty
- Supervised machine learning / Jeff Palmer, Arijit Chakravarty.