Artificial Intelligence in Label free Microscopy is popular PDF and ePub book, written by Ata Mahjoubfar in 2017-04-19, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Artificial Intelligence in Label free Microscopy can be Read Online from any device for your convenience.
Artificial Intelligence in Label free Microscopy Book PDF Summary
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.
Detail Book of Artificial Intelligence in Label free Microscopy PDF
- Author : Ata Mahjoubfar
- Release : 19 April 2017
- Publisher : Springer
- ISBN : 9783319514482
- Genre : Technology & Engineering
- Total Page : 151 pages
- Language : English
- PDF File Size : 9,6 Mb
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