An introduction to high content screening imaging technology, assay development, and data analysis in biology and drug discovery / editors, Steven A. Haney and Doug Bowman ; associate editors, Arijit Chakravarty, Anthony Davies, and Caroline Shamu.

Format Electronic
Publication InfoHoboken, New Jersey : John Wiley & Sons Inc., [2015]
Description1 online resource.
Supplemental ContentFull text available from Ebook Central - Academic Complete
Subjects
Drug Design.
Systems Biology--methods.
Data Interpretation, Statistical.
Drug Evaluation, Preclinical--methods.
Image Processing, Computer-Assisted--methods.
Models, Biological.

Other author/creatorHaney, Steven A.
Other author/creatorBowman, Doug, active 2014.
Other author/creatorChakravarty, Arijit.
Other author/creatorDavies, Anthony, active 2014.
Other author/creatorShamu, Caroline.
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.
Bibliography noteIncludes bibliographical references and index.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Source of descriptionDescription based on print version record and CIP data provided by publisher.
Issued in other formPrint version: Introduction to high content screening Hoboken, New Jersey : John Wiley & Sons Inc., [2015] 9780470624562
Genre/formElectronic books.
LCCN 2014027680
ISBN9781118859414 (ePub)
ISBN9781118859476 (Adobe PDF)