[DOWNLOAD] ~ Artificial Intelligence in Label-free Microscopy " by Ata Mahjoubfar, Claire Lifan Chen & Bahram Jalali ~ eBook PDF Kindle ePub Free

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eBook details

• Title: Artificial Intelligence in Label-free Microscopy
• Author : Ata Mahjoubfar, Claire Lifan Chen & Bahram Jalali
• Release Date : January 19, 2017
• Genre: Engineering,Books,Professional & Technical,Computers & Internet,Computers,Science & Nature,Life Sciences,
• Pages : * pages
• Size : 4102 KB

Description

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.

• Demonstrates how machine learning is used in high-speed microscopy imaging to facilitate medical diagnosis;

• Provides a systematic and comprehensive illustration of time stretch technology;

• Enables multidisciplinary application, including industrial, biomedical, and artificial intelligence.

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