Package: cellreportR Title: Cell Culture Microscopy Assay Analysis and Reporting Version: 0.2.1.9000 Authors@R: c( person("Raban", "Heller", email = "raban.heller@charite.de", role = c("aut", "cre", "cph"), comment = c(ORCID = "0000-0001-8006-9742")), person("Leila", "Schwindling", role = "aut"), person("Alexander", "Büchner", role = "aut"), person("Lucia", "Lindenberger", role = "aut"), person("Steffen", "Müller", role = "aut"), person("Michael", "Hannemann", role = "aut"), person("Gerhard", "Achatz", role = "aut"), person("Simone", "Rothmiller", role = "aut")) Description: Analysis and reporting pipeline for cell culture assays read out by microscopy, starting from segmented single-cell exports such as those written by 'segmantR', 'CellProfiler' or 'QuPath'. Recovers the experimental design from the directory tree and the file naming convention, resolves acquisitions into the analysis unit of replication, and standardizes every cell against the control condition of its own batch. Applies threshold and biological quality control gates, then estimates effect sizes with confidence intervals at both unit and cell level so that the cost of treating cells as replicates is visible rather than assumed. Sample sizes for a follow-up study are solved from the confidence bound nearer the null instead of the observed point estimate, after Cohen (1988, ISBN:9780805802832). Figures, machine-readable tables and a generated file of every quoted number are emitted from the same objects, and an interactive 'shiny' application provides guided analysis and report export. License: MIT + file LICENSE URL: https://github.com/CTTIR/cellreportR, https://cttir.github.io/cellreportR/ BugReports: https://github.com/CTTIR/cellreportR/issues Depends: R (>= 4.1.0) Imports: cli, digest, dplyr, ggplot2, jsonlite, pROC, readr, readxl, rlang, scales, shiny, stats, tibble, tidyr, tools, utils Suggests: bslib, DT, flowCore, knitr, plotly, rmarkdown, shinytest2, shinyWidgets, sva, svglite, testthat (>= 3.0.0), withr, writexl VignetteBuilder: knitr Config/testthat/edition: 3 Encoding: UTF-8 Language: en-US Roxygen: list(markdown = TRUE) Config/roxygen2/version: 8.0.0 Config/Needs/website: CTTIR/themakR Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libx11-dev zlib1g-dev Repository: https://cttir.r-universe.dev Date/Publication: 2026-11-04 19:04:12 UTC RemoteUrl: https://github.com/CTTIR/cellreportR RemoteRef: HEAD RemoteSha: 885a8753f220936eb98b851dd2272f10da065417 NeedsCompilation: no Packaged: 2026-11-04 22:06:17 UTC; root Author: Raban Heller [aut, cre, cph] (ORCID: ), Leila Schwindling [aut], Alexander Büchner [aut], Lucia Lindenberger [aut], Steffen Müller [aut], Michael Hannemann [aut], Gerhard Achatz [aut], Simone Rothmiller [aut] Maintainer: Raban Heller