Deep-learning-assisted, label-free, single-cell identification and sorting using a microfluidic SERS chip (IMAGE)

Editorial Office of Opto-Electronic Journals Group

Deep-learning-assisted, label-free, single-cell identification and sorting using a microfluidic SERS chip

Caption

(a) Laser near-field fabrication of periodic plasmonic Au nanostructure arrays. (b) SERS signal enhancement comparison. (c) Workflow of the microfluidic system, showing sample injection, high-resolution Raman signal acquisition, deep-learning cell classification, and magnetic-gate sorting.

Credit

Prof. Koji Sugioka from the RIKEN Center for Advanced Photonics, Japan |  https://doi.org/10.29026/oea.2026.260071

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License

CC BY

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