A whispering-gallery-mode microbubble resonator detects photoacoustic waves from free-flowing particles and, with machine learning, classifies gold nanoparticle shapes and red blood cell species in whole blood.
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Whispering-Gallery-Mode Resonators for Detection and Classification of Free-Flowing Nanoparticles and Cells through Photoacoustic Signatures
A whispering-gallery-mode microbubble resonator detects photoacoustic waves from free-flowing particles and, with machine learning, classifies gold nanoparticle shapes and red blood cell species in whole blood.