Artificial Intelligence in Label-free Microscopy: Biological Cell Classification by Time Stretch - Image 1

£87.45

Springer Artificial Intelligence in Label-free Microscopy: Biological Cell Classification by Time Stretch

Name: Artificial Intelligence in Label-free Microscopy: Biological Cell Classification by Time Stretch
Brand: Springer
Price: 87.45 GBP
Availability: InStock

Bioengineering

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Description

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.

Product Specifications

Brand: Springer
Format: hardcover
ASIN: 3319514474
Category: Books > Subjects > Science, Nature & Maths > Engineering & Technology > Bioengineering
Domain: Amazon UK
Release Date: 27 April 2017
Listed Since: 22 November 2016

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Springer Artificial Intelligence in Label-free Microscopy: Biological Cell Classification by Time Stretch

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