{"product_id":"artificial-intelligence-in-label-free-microscopy-ata-mahjoubfar-9783319514475","title":"Artificial Intelligence in Label-Free Microscopy: Biological Cell Classification by Time Stretch","description":"\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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Ata Mahjoubfar,Claire Lifan Chen,Bahram Jalali\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3319514474\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783319514475\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/27\/2017\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 134\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.92lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.44d","brand":"Ata Mahjoubfar","offers":[{"title":"Hardcover","offer_id":47424547881215,"sku":"9783319514475","price":129.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_8e9a1636-6bc6-42ce-a2f6-25d7caccce36.jpg?v=1761530958","url":"https:\/\/www.whiterainbookhouse.com\/products\/artificial-intelligence-in-label-free-microscopy-ata-mahjoubfar-9783319514475","provider":"WR Book House","version":"1.0","type":"link"}