Kniha Artificial Intelligence in Label-free Microscopy Ata Mahjoubfar

Artificial Intelligence in Label-free Microscopy

Biological Cell Classification by Time Stretch

Jazyk: Angličtina
Väzba: Pevná
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-13 dní
119.53
This book introduces time-stretch quantitative phase imaging (TS-QPI), a high-throughput label-free...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2017
Stránok
134
EAN
9783319514475
ISBN
3319514474
Enbook ID
15496670
Hmotnosť
474
Rozmery
155 x 235 x 15

Kompletný popis

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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