Pixel-level analysis of protein markers in highly multiplexed immunofluorescence images of kidney biopsies

The goal of this work is to reduce the complexity of cell and cell neighborhood annotations in studies for spatial immunity. Specifically, we use a method inspired by spectral angle mapping to collapse multichannel images into class-level representations. We will demonstrate that these class maps assist in characterizing immune cell infiltration in renal pathologies.