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Softcover - 9783319846545
128,39 €
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Beschreibung
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.
Biological Cell Classification by Time Stretch
Biological Cell Classification by Time Stretch
Details
| Verlag | Springer International Publishing |
| Ersterscheinung | 27. April 2017 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 474 Gramm |
| Format | Hardcover |
| ISBN-13 | 9783319514475 |
| Auflage | 1st ed. 2017 |
| Seiten | 134 |
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