This invention relates to the field of
image analysis technology, specifically to a method for assessing the distribution of cardiac mesothelial cells based on
immunofluorescence images. The method includes: acquiring multiple
immunofluorescence images of cardiac mesothelial cells at different
antibody concentrations within the assessment group; determining initial cardiac mesothelial
cell regions based on the
staining status of the
isotype control group and the differences in
staining depth among multiple
staining regions in the
immunofluorescence images; analyzing non-
specific staining based on changes in the staining area and irregular
cell boundaries of the initial cardiac mesothelial
cell regions, and adjusting the
antibody concentration accordingly; determining
multiple target cardiac mesothelial cell regions, and obtaining the location information of the cardiac mesothelial cells based on the degree of overlap and similarity between these regions; and analyzing the spacing distribution of cardiac mesothelial cells and their distribution in the immunofluorescence images based on the location information to obtain the uniformity of the cardiac mesothelial cell distribution.