• Views: 33
  • No comments

Book Category: Science
Posted by quantum 21-04-2017, 08:20


Artificial Intelligence In Label-free Microscopy: Biological Cell Classification By Time Stretch

by Ata Mahjoubfar

Read Online
Artificial Intelligence In Label-free Microscopy: Biological Cell Classification By Time Stretch

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.

Rated:
Total votes: 0

Related Books:

  • Machine Learning With Matlab. Supervised Learning And Classification

    Machine Learning With Matlab. Supervised Learning And Classification
  • Breast Cancer: From Biology To Medicine

    Breast Cancer: From Biology To Medicine
  • Holographic Materials And Optical Systems Ed. By Izabela Naydenova, Dimana ...

    Holographic Materials And Optical Systems Ed. By Izabela Naydenova, Dimana  ...
  • Introduction To Quantitative Data Analysis In The Behavioral And Social Sci ...

    Introduction To Quantitative Data Analysis In The Behavioral And Social Sci ...
  • Flow At Work: Measurement And Implications

    Flow At Work: Measurement And Implications
  • How To Create Machine Superintelligence: A Quick Journey Through Classical/ ...

    How To Create Machine Superintelligence: A Quick Journey Through Classical/ ...
  • A Global Scientific Vision: Prevention, Diagnosis, And Treatment Of Lung Ca ...

    A Global Scientific Vision: Prevention, Diagnosis, And Treatment Of Lung Ca ...
  • Artificial Intelligence With Python

    Artificial Intelligence With Python
  • Matlab Machine Learning

    Matlab Machine Learning
  • R: Recipes For Analysis, Visualization And Machine Learning

    R: Recipes For Analysis, Visualization And Machine Learning
  • Big Data Analytics In Genomics

    Big Data Analytics In Genomics
  • Antibody-drug Conjugates: Fundamentals, Drug Development, And Clinical Outc ...

    Antibody-drug Conjugates: Fundamentals, Drug Development, And Clinical Outc ...
  • Stem cell bioprocessing: For cellular therapy, diagnostics and drug develop ...

    Stem cell bioprocessing: For cellular therapy, diagnostics and drug develop ...
  • Big Data Analytics Using Splunk: Deriving Operational Intelligence from Soc ...

    Big Data Analytics Using Splunk: Deriving Operational Intelligence from Soc ...
  • "Breast Cancer: Focusing Tumor Microenvironment, Stem cells and Metastasis ...