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. 2023 Apr 18;14(5):2055–2067. doi: 10.1364/BOE.483791

Fig. 1.

Fig. 1.

3D deep regression-based light scattering imaging system. The light scattering imaging part is used to track nanoparticles such as exosomes; the 3D deep regression analysis part is used to perform intelligent single nanoparticle size analysis, where the single-particle 3D time series data are input to the deep learning model that directly outputs the nanoparticle sizes.