## ----echo=FALSE, results="hide"----------------------------------------------- knitr::opts_chunk$set(error=FALSE, warning=FALSE, message=FALSE, fig.retina = 0.75, crop = NULL) library(BiocStyle) ## ----library, echo=FALSE------------------------------------------------------ library(cytoviewer) ## ----bioc-install, eval=FALSE------------------------------------------------- # if (!requireNamespace("BiocManager", quietly = TRUE)) # install.packages("BiocManager") # # BiocManager::install("cytoviewer") ## ----devel-install, eval=FALSE------------------------------------------------ # if (!requireNamespace("remotes", quietly = TRUE)) # install.packages("remotes") # # remotes::install_github("BodenmillerGroup/cytoviewer") ## ----load--------------------------------------------------------------------- library(cytoviewer) ## ----dataset------------------------------------------------------------------ # Load example datasets library(cytomapper) data("pancreasImages") data("pancreasMasks") data("pancreasSCE") pancreasImages pancreasMasks pancreasSCE ## ----cytoviewer--------------------------------------------------------------- # Use cytoviewer with images, masks and object app <- cytoviewer(image = pancreasImages, mask = pancreasMasks, object = pancreasSCE, img_id = "ImageNb", cell_id = "CellNb") if (interactive()) { shiny::runApp(app, launch.browser = TRUE) } ## ----read-in-images----------------------------------------------------------- library(cytomapper) # Data directory that stores images and masks in tiff format data_path <- system.file("extdata", package = "cytomapper") # Read in images cur_images <- loadImages(data_path, pattern = "_imc.tiff") cur_images # Read in masks cur_masks <- loadImages(data_path, pattern = "_mask.tiff", as.is = TRUE) cur_masks ## ----add-metadata------------------------------------------------------------- names(cur_images) names(cur_masks) mcols(cur_masks)$ImageNb <- mcols(cur_images)$ImageNb <- c("E34", "G01", "J02") ## ----channelNames-example----------------------------------------------------- channelNames(cur_images) <- c("H3", "CD99", "PIN", "CD8a", "CDH") ## ----measureObjects----------------------------------------------------------- cur_sce <- measureObjects(image = cur_images, mask = cur_masks, img_id = "ImageNb") cur_sce ## ----cytoviewer-manual-------------------------------------------------------- # Use cytoviewer with images, masks and object app_1 <- cytoviewer(image = cur_images, mask = cur_masks, object = cur_sce, img_id = "ImageNb", cell_id = "object_id") if (interactive()) { shiny::runApp(app_1, launch.browser = TRUE) } ## ----sessionInfo, echo=FALSE-------------------------------------------------- sessionInfo()