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| Language | English |
| Format | PDF (Premium Digital) |
| Ownership | Permanent download — yours forever |
Artificial Intelligence in Label-free Microscopy by Ata Mahjoubfar
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.
| ISBN 13 | 9783319846545 |
|---|---|
| ISBN 10 | 331984654X |
| Author | Ata Mahjoubfar |
| Condition | New |
| Binding Type | Paperback |
| Publisher | Springer International Publishing AG |
| Year published | 2018-05-08 |
| Number of pages | 134 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
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