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

Format Electronic
Publication InfoHoboken, New Jersey : John Wiley & Sons Inc., [2015]
Descriptionxx, 327 pages : illustrations ; 25 cm
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
Genre/formElectronic books.
LCCN 2014025606
ISBN9780470624562 (cloth)
ISBN0470624566 (cloth)

Availability

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Electronic Resources Access Content Online ✔ Available