Artificial Intelligence in Label-free Microscopy: Biological Cell Classification by Time Stretch
Language: English
Published by Springer, 2018
- Softcover
- New

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- Title
- Artificial Intelligence in Label-free Microscopy: Biological Cell Classification by Time Stretch
- Author
- Mahjoubfar, Ata, Chen, Claire Lifan, Jalali, Bahram
- Publisher
- Springer
- Publication year
- 2018
- Condition
- New
- Book Type
- book
- Binding
- Paperback
- Language
- English
- ISBN 10
- 331984654X
- ISBN 13
- 9783319846545
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.
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Mispah books
Redhill, Surrey, United Kingdom
AbeBooks seller since April 15, 2021
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