Bookeditors, Steven A. Haney and Doug Bowman ; associate editors, Arijit Chakravarty, Anthony Davies, and Caroline Shamu.
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.