Santiago Hernández-Orozco

Learning 3D biophysical cell properties from 2D images and cell-population statistics

Inferring 3D cellular properties from 2D microscopy is difficult when a reference instrument reports only population statistics rather than labels for individual cells. Here we develop a population-supervised framework that maps single 2D red-cell images to latent biophysical quantities and aggregates them to mean corp...