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Conferences > CLEO_SI > 2019 > STu4H > STu4H.1

Machine Learning Assisted Raman in Optofluidics for User-Independent Biofluid Diagnostics

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

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Abstract

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 µM.

© 2019 The Author(s)

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