{"product_id":"artificial-intelligence-in-label-free-microscopy-biological-cell-classification-by-time-stretch-9783319514475","title":"Artificial Intelligence in Label-Free Microscopy: Biological Cell Classification by Time Stretch","description":"\u003cp\u003e • Author(s): Ata Mahjoubfar\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Engineering (General)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eFrom the Back Cover\u003c\/b\u003e\u003cbr\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\u003cp\u003e- Demonstrates how machine learning is used in high-speed microscopy imaging to facilitate medical diagnosis;\u003c\/p\u003e\u003cp\u003e- Provides a systematic and comprehensive illustration of time stretch technology;\u003c\/p\u003e\u003cp\u003e- Enables multidisciplinary application, including industrial, biomedical, and artificial intelligence.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Hardcover","offer_id":45278978736279,"sku":"9783319514475","price":8814.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783319514475.webp?v=1769292372","url":"https:\/\/atlanticbooks.com\/products\/artificial-intelligence-in-label-free-microscopy-biological-cell-classification-by-time-stretch-9783319514475","provider":"Atlantic Books","version":"1.0","type":"link"}