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

Using a collaborative and interdisciplinary author base withexperience in the pharmaceutical industry and academia, this book is a practical resource for high content (HC) techniques. Instructs readers on the fundamentals of highcontent screening (HCS) techniques ; Focuses on practical and widely-us...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Haney, Steven A. (Editor ), Bowman, Doug, active 2014 (Editor ), Chakravarty, Arijit (Editor ), Davies, Anthony, active 2014 (Editor ), Shamu, Caroline (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken, New Jersey : John Wiley & Sons Inc., [2015]
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.