Ata Mahjoubfar,Claire Lifan Chen,Bahram Jalali's Artificial Intelligence in Label-free Microscopy: Biological PDF

By Ata Mahjoubfar,Claire Lifan Chen,Bahram Jalali

ISBN-10: 3319514474

ISBN-13: 9783319514475

This booklet introduces time-stretch quantitative part imaging (TS-QPI), a high-throughput label-free imaging movement cytometer constructed for large info acquisition and research in phenotypic screening. TS-QPI is ready to seize quantitative optical part and depth photos at the same time, permitting high-content cellphone research, melanoma diagnostics, custom-made genomics, and drug improvement. The authors additionally exhibit an entire computer studying pipeline that plays optical section size, picture processing, characteristic extraction, and class, allowing high-throughput quantitative imaging that achieves list excessive accuracy in label -free mobile phenotypic screening and opens up a brand new route to data-driven diagnosis.

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Artificial Intelligence in Label-free Microscopy: Biological Cell Classification by Time Stretch by Ata Mahjoubfar,Claire Lifan Chen,Bahram Jalali

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