An introduction to high content screening : imaging technology, assay development, and data analysis in biology and drug discovery /

• Άλλοι συγγραφείς: Haney, Steven A. (Επιμελητής έκδοσης), Bowman, Doug, active 2014 (Επιμελητής έκδοσης), Chakravarty, Arijit (Επιμελητής έκδοσης), Davies, Anthony, active 2014 (Επιμελητής έκδοσης), Shamu, Caroline (Επιμελητής έκδοσης)
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Hoboken, New Jersey : John Wiley & Sons Inc., [2015]
• Θέματα: Drugs > Analysis.; Drug development.; Drug Design.; Systems Biology > methods.; Data Interpretation, Statistical.; Drug Evaluation, Preclinical > methods.; Image Processing, Computer-Assisted > methods.; Models, Biological.; MEDICAL > Pharmacology.; Electronic books.

 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.