0603694 - ÚIACH 2025 CH eng A - Abstract
Křivánková, Jana - Weisová, Julie - Hlaváček, Antonín
Absolute nanoparticle quantification and massively parallel spectroscopy for droplet microfluidics.
2024 NanoBioTech-Montreux : Scientific Program & Proceedings. Lausanne: The NanoBioTech Association, 2024. s. 1-2, č. článku Poster A7. ISBN N.
[NanoBioTech 2024. Annual European Conference on Micro & Nanoscale Technologies for the Life Sciences /27./. 10.11.2024-13.11.2024, Montreux]
R&D Projects: GA ČR(CZ) GA24-11183S
Institutional support: RVO:68081715
Keywords : photon-upconversion nanoparticles * absolute quantification * droplet microfluidics
OECD category: Analytical chemistry
Result website:
https://www.nanotech-montreux.com/

We present a method for estimating the number concentration of photon-upconversion nanoparticles (UCNPs) by integrating massively parallel spectroscopy (MPS) for droplet microfluidics. The MPS micrographs are processed by a convolutional neural network, which localizes the nanoparticles for automatic counting. The number concentration of UCNPs is then calculated from the number of localized nanoparticles.
Permanent Link: https://hdl.handle.net/11104/0361003