All functions

AUC_of_cross_function()

The difference in AUC of the cross function curves

R_BC()

The ratio of border cell count to cluster cell count

average_marker_intensity_within_radius()

average_marker_intensity_within_radius

average_minimum_distance()

average_minimum_distance

average_nearest_neighbor_index()

Average nearest neighbor index for point pattern (clustering or dispersion)

average_percentage_of_cells_within_radius()

average_percentage_of_cells_within_radius

calculate_cell_proportions()

calculate_cell_proportions

calculate_cross_functions()

calculate_cross_functions

calculate_distance_to_margin()

calculate the distances of each cell to the margin

calculate_entropy()

calculate_entropy

calculate_minimum_distances_between_celltypes()

calculate_minimum_distances_between_celltypes

calculate_pairwise_distances_between_celltypes()

calculate_pairwise_distances_between_celltypes

calculate_percentage_of_grids()

calculate_percentage_of_grids

calculate_proportions_of_cells_in_structure()

calculate_proportions_of_cells_in_structure

calculate_spatial_autocorrelation()

calculate_spatial_autocorrelation

calculate_summary_distances_between_celltypes()

calculate_summary_distances_between_celltypes

calculate_summary_distances_of_cells_to_borders()

calculate_summary_distances_of_cells_to_borders

composition_of_neighborhoods()

composition_of_neighborhoods

compute_gradient()

compute_gradient

crossing_of_crossK()

crossing_of_crossK

define_celltypes()

define_celltypes

define_structure()

define_structure

defined_image

SPE object of a simulated image with defined cell types based on marker combinations.

dimensionality_reduction_plot()

Dimensionality reduction plot

entropy_gradient_aggregated()

The aggregated gradient of entropy and the peak of the gradient

format_cellprofiler_to_spe()

Format a cellprofiler image into a SpatialExperiment object

format_codex_to_spe()

Format a CODEX image into a SpatialExperiment object

format_colData_to_spe()

format_colData_to_spe

format_halo_to_spe()

Format a HALO image into a SpatialExperiment object

format_image_to_spe()

Format an image into a SpatialExperiment object

format_inform_to_spe()

Format an inForm image into a SpatialExperiment object

format_spe_to_ppp()

Format SPE object as a ppp object (`spatstat` package)

grid_metrics()

Split an image into grid and calculates a metric for each grid square

identify_bordering_cells()

identify_bordering_cells

identify_neighborhoods()

identify_neighborhoods

image_no_markers

SPE object of a formatted image without marker intensities (simulated by `spaSim` package)

image_splitter()

Split a large image into sub images

marker_intensity_boxplot()

marker_intensity_boxplot

marker_prediction_plot()

marker_prediction_plot

marker_surface_plot()

marker_surface_plot

marker_surface_plot_stack()

marker_surface_plot_stack

measure_association_to_cell_properties()

measure_association_to_cell_properties

mixing_score_summary()

Calculate the (normalised) mixing score for interested cell types

number_of_cells_within_radius()

Number of cells within a radius

plot_average_intensity()

plot_average_intensity

plot_cell_categories()

plot_cell_categories

plot_cell_distances_violin()

plot_cell_distances_violin

plot_cell_marker_levels()

plot_cell_marker_levels

plot_cell_percentages()

plot_cell_percentages

plot_composition_heatmap()

plot_composition_heatmap

plot_distance_heatmap()

plot_distance_heatmap

plot_marker_level_heatmap()

plot_marker_level_heatmap

predict_phenotypes()

predict_phenotypes

select_celltypes()

select_celltypes

simulated_image

SPE object of a formatted image (simulated by `spaSim` package)