By Ata Mahjoubfar,Claire Lifan Chen,Bahram Jalali
This e-book introduces time-stretch quantitative section imaging (TS-QPI), a high-throughput label-free imaging circulate cytometer constructed for giant information acquisition and research in phenotypic screening. TS-QPI is ready to catch quantitative optical section and depth pictures concurrently, permitting high-content mobilephone research, melanoma diagnostics, custom-made genomics, and drug improvement. The authors additionally display an entire computing device studying pipeline that plays optical section dimension, photo processing, characteristic extraction, and class, allowing high-throughput quantitative imaging that achieves checklist 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