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Artificial Intelligence in Label-free Microscopy

Name: Artificial Intelligence in Label-free Microscopy
Brand: Springer International Publishing AG
SKU: 20093757
Price: 128.69 EUR
Availability: InStock
Author: Ata Mahjoubfar
ISBN: 9783319846545

Biological Cell Classification by Time Stretch

Ata Mahjoubfar

Claire Lifan Chen

Bahram Jalali

Language

English

Book Paperback

Libristo code: 20093757

Publishers Springer International Publishing AG, May 2018

This book introduces time-stretch quantitative phase imaging (TS-QPI), a high-throughput label-free... Full description

Libristo code: 20093757

315 b

128.69 € VAT included

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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.