Overview
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.
The book, Artificial Intelligence in Label-free Microscopy: Biological Cell Classification by Time Stretch [Bulk, Wholesale, Quantity] ISBN#9783319846545 in Paperback by Ata Mahjoubfar, Claire Lifan Chen, Bahram Jalali may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.
Details
Format:
Paperback
Publication Date:
05/08/2018
ISBN-13:
9783319846545
Pages:
134
Publisher:
Springer International Publishing
