Strengths of the study include the use of samples comprising a spectrum of celiac disease severity and the use of immunohistochemical stains to evaluate individual cellular (e.g., CD3) and tissue specific (e.g., ApoA4) features of the resulting CNN overlay images to confirm classifier accuracy. Here, APOA4 is linked to celiac disease.