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.
