Erschienen: 27.04.2017 Abbildung von Mahjoubfar / Chen | Artificial Intelligence in Label-free Microscopy | 1. Auflage | 2017 | beck-shop.de

Mahjoubfar / Chen / Jalali

Artificial Intelligence in Label-free Microscopy

Biological Cell Classification by Time Stretch

Buch. Hardcover

2017

Book.

In englischer Sprache

Springer-Verlag GmbH. ISBN 978-3-319-51447-5

Format (B x L): 16 x 24.1 cm

Gewicht: 424 g

Produktbeschreibung

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.

Top-Produkte dieser Kategorie

Autoren

  • Rezensionen

    Dieses Set enthält folgende Produkte:
      Auch in folgendem Set erhältlich:
      • nach oben

        Ihre Daten werden geladen ...