| 內容註: |
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. |