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Artificial Intelligence in Label-free Microscopy

Artificial Intelligence in Label-free Microscopy

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  • Forlagets pris kr. 1.229,95
  • Leveringstid 2-4 uger
  • Forventet levering 25-05-2018
Bog, hardback (kr. 839,95)
  1. Beskrivelse

    This book introduces time-stretch quantitative phase imaging (TS-QPI), a high-throughput label-free imaging flow cytometer developed for big data acquisition and analysis in phenotypic screening. 1 Hardback 75 Tables, color; 52 Illustrations, color; XXXIII, 134 p. 52 illus. in color.

    Udgivelsesdato:
    27-04-2017
    Leveringstid:
    2-4 uger
    Rating:
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  2. Yderligere info
    Udgivelsesdato:
    27-04-2017
    Sprog:
    Engelsk
    ISBN13:
    9783319514475
    Sidetal:
    170
    Vægt:
    421
    Højde:
    11
    Bredde:
    155
    Længde:
    235
    Mærkat:
    Bog, hardback
    Format:
    Hardback
    Udgave:
    1st ed. 2017
    • Bibliotekernes beskrivelse

      This book introduces time-stretch quantitative phase imaging (TS-QPI), a high-throughput label-free imaging flow cytometer developed for big data acquisition and analysis in phenotypic screening. TS-QPI is able to capture quantitative optical phase and intensity images simultaneously, enabling high-content cell analysis, cancer diagnostics, personalized genomics, and drug development. The authors also demonstrate a complete machine learning pipeline that performs optical phase measurement, image processing, feature extraction, and classification, enabling high-throughput quantitative imaging that achieves record high accuracy in label -free cellular phenotypic screening and opens up a new path to data-driven diagnosis.

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