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  <titleInfo>
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    <title>introduction to high content screening : imaging technology, assay development, and data analysis in biology and drug discovery</title>
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  <name type="personal">
    <namePart>Haney, Steven A.</namePart>
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  <name type="personal">
    <namePart>Bowman, Doug</namePart>
    <namePart type="date">active 2014</namePart>
    <role>
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  <name type="personal">
    <namePart>Chakravarty, Arijit</namePart>
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  <name type="personal">
    <namePart>Davies, Anthony</namePart>
    <namePart type="date">active 2014</namePart>
    <role>
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  <name type="personal">
    <namePart>Shamu, Caroline</namePart>
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  <genre authority="">Electronic books.</genre>
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    <dateIssued encoding="marc">2015</dateIssued>
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  <tableOfContents>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.</tableOfContents>
  <note type="statement of responsibility">editors, Steven A. Haney and Doug Bowman ; associate editors, Arijit Chakravarty, Anthony Davies, and Caroline Shamu.</note>
  <note>Includes bibliographical references and index.</note>
  <subject authority="lcsh">
    <topic>Drugs</topic>
    <topic>Analysis</topic>
  </subject>
  <subject authority="lcsh">
    <topic>Drug development</topic>
  </subject>
  <subject authority="mesh">
    <topic>Drug Design</topic>
  </subject>
  <subject authority="mesh">
    <topic>Systems Biology</topic>
    <topic>methods</topic>
  </subject>
  <subject authority="mesh">
    <topic>Data Interpretation, Statistical</topic>
  </subject>
  <subject authority="mesh">
    <topic>Drug Evaluation, Preclinical</topic>
    <topic>methods</topic>
  </subject>
  <subject authority="mesh">
    <topic>Image Processing, Computer-Assisted</topic>
    <topic>methods</topic>
  </subject>
  <subject authority="mesh">
    <topic>Models, Biological</topic>
  </subject>
  <subject authority="bisacsh">
    <topic>MEDICAL</topic>
    <topic>Pharmacology</topic>
  </subject>
  <subject authority="fast">
    <topic>Drug development</topic>
  </subject>
  <subject authority="fast">
    <topic>Drugs</topic>
    <topic>Analysis</topic>
  </subject>
  <classification authority="lcc">RM301.25</classification>
  <classification authority="ddc" edition="23">615.1/9</classification>
  <classification authority="nlm">QV 26.5</classification>
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      <title>Introduction to high content screening</title>
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      <publisher>Hoboken, New Jersey : John Wiley &amp; Sons Inc., [2015]</publisher>
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    <identifier type="local">(DLC)  2014025606</identifier>
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  <identifier type="isbn">9781118859476</identifier>
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  <identifier type="isbn">0470624566</identifier>
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