Label-free quantification of gold nanoparticles at the single-cell level using a multi-column convolutional neural network (MC-CNN)

Abstract

An overview of the suggested process is provided, in which optical images are converted to density maps and the total number of nanoparticles within a cell is estimated using a customised multi-column convolutional neural network (MC-CNN).