{"product_id":"9783319846545","title":"Artificial Intelligence in Label-free Microscopy: Biological Cell Classification by Time Stretch","description":"\u003ch1\u003eArtificial Intelligence in Label-free Microscopy: Biological Cell Classification by Time Stretch\u003c\/h1\u003e \u003ch2\u003eMahjoubfar, Ata; Chen, Claire Lifan; Jalali, Bahram\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis 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.\u003cbr\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2018-05-08\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319846545\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-51448-2\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 134\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":47525336940684,"sku":"9783319846545","price":116.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319846545.jpg?v=1776023367","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783319846545","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}