Machine Learning Assisted Raman In Optofluidics For User-Independent Biofluid Diagnostics

Emily E. Storey, Duxuan X. Wu,Amr S. Helmy

2019 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO)（2019）

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摘要

We present a self-contained microfluidic Raman device which achieves signal enhancement of several orders of magnitude and machine-learning-driven analysis which facilitates diagnostically significant biofluid composition analysis, with a physiologically relevant sensitivity below 50 mu M. (c) 2019 The Author(s)

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关键词

biofluid composition analysis,machine-learning-driven analysis,microfluidic Raman device,user-independent biofluid diagnostics,optofluidics

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