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Bog, hardback Artificial Intelligence in Label-Free Microscopy af Ata Mahjoubfar

Artificial Intelligence in Label-Free Microscopy

- Biological Cell Classification by Time Stretch

(Bog, hardback)

52 colour illustrations, 75 colour tables, biography

52 colour illustrations, 75 colour tables, biography

Produktdetaljer:

Sprog:
Engelsk
ISBN-13:
9783319514475
Sideantal:
170
Udgivet:
08-02-2017
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kr. 1.099,95
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Forlagets beskrivelse
52 colour illustrations, 75 colour tables, biography
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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