Artificial Intelligence In Label- Microscopy Biological Cell Classification By T

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Artificial Intelligence In Label- Microscopy Biological Cell Classification By T

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Artificial Intelligence In Label- Microscopy Biological Cell Classification By T

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Artificial Intelligence In Label- Microscopy Biological Cell Classification By T

This Book Introduces Time-stretch Quantitative Phase Imaging (ts-qpi), A High-throughput Label- 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 - Cellular Phenotypic Screening And Opens Up A Path To Data-driven Diagnosis.
  • Brand: Springer Nature B.V
  • Category: Computing & Internet
  • Format: Paperback
  • Language: English
  • Publication Date: 2018-05-08
  • Publisher / Label: Springer Nature B.V
  • Author: Ata Mahjoubfar
  • Number of Pages: 170
  • Fruugo ID: 557220499-1125489917
  • ISBN: 9783319846545
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