Package: DamageDetective 2.0.15
DamageDetective: Detecting Damaged Cells in Single-Cell RNA Sequencing Data
Detects and filters damaged cells in single-cell RNA sequencing (scRNA-seq) data using a novel approach inspired by 'DoubletFinder'. Damage is assessed by measuring how much each cell deviates from an artificially damaged version of itself, simulated through the probabilistic loss of cytoplasmic RNA. The method outputs a damage score ranging from 0 (viable, intact cell) to 1 (broken, non-viable cell), providing an intuitive scale for filtering that is standardised across cell types, sample origin, and experimental design.
Authors:
DamageDetective_2.0.15.tar.gz
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DamageDetective_2.0.15.tar.gz(r-4.7-arm64)DamageDetective_2.0.15.tar.gz(r-4.7-x86_64)DamageDetective_2.0.15.tar.gz(r-4.6-arm64)DamageDetective_2.0.15.tar.gz(r-4.6-x86_64)
DamageDetective_2.0.15.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
DamageDetective/json (API)
| # Install 'DamageDetective' in R: |
| install.packages('DamageDetective', repos = c('https://alicenjoyhenning.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/alicenjoyhenning/damagedetective/issues
Pkgdown/docs site:https://alicenjoyhenning.github.io
- filtered_output - Filtered Output
- penalty_plot - Penalty Plot
- selected_penalty - Selected Penalty
- test_counts - Test Counts
Last updated from:3d21be2175. Checks:11 NOTE, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | NOTE | 282 | ||
| linux-devel-x86_64 | NOTE | 316 | ||
| source / vignettes | OK | 227 | ||
| linux-release-arm64 | NOTE | 303 | ||
| linux-release-x86_64 | NOTE | 433 | ||
| macos-release-arm64 | NOTE | 294 | ||
| macos-release-x86_64 | NOTE | 395 | ||
| macos-oldrel-arm64 | NOTE | 312 | ||
| macos-oldrel-x86_64 | NOTE | 554 | ||
| windows-devel | NOTE | 255 | ||
| windows-release | NOTE | 180 | ||
| windows-oldrel | NOTE | 229 | ||
| wasm-release | OK | 202 |
Exports:detect_damageselect_penaltysimulate_counts
Dependencies:abindaskpassbackportsbase64encBHbitopsbootbroombslibcachemcarcarDatacaToolsclasscliclustercodetoolscolorspacecommonmarkcorrplotcowplotcpp11crosstalkcurldata.tabledeldirDerivdigestdoBydotCall64dplyrdqrnge1071evaluatefarverfastDummiesfastmapfitdistrplusFNNfontawesomeforecastFormulafracdifffsfuturefuture.applygenericsggplot2ggpubrggrepelggridgesggsciggsignifglobalsgluegoftestgplotsgridExtragtablegtoolsherehighrhtmltoolshtmlwidgetshttpuvhttricaigraphirlbaisobandjquerylibjsonliteKernSmoothknitrlabelinglaterlatticelazyevallifecyclelistenvlme4lmtestmagrittrMASSMatrixMatrixModelsmatrixStatsmemoisemgcvmimeminiUIminqamodelrnlmenloptrnnetnumDerivopensslotelparallellypatchworkpbapplypbkrtestpillarpkgconfigplotlyplyrpngpolyclippolynomprogressrpromisesproxypurrrquantregR6RANNrappdirsrbibutilsRColorBrewerRcppRcppAnnoyRcppArmadilloRcppEigenRcppHNSWRcppProgressRcppTOMLRdpackreformulasreshape2reticulaterlangrmarkdownROCRrprojrootRSpectrarstatixRtsneS7sassscalesscattermoresctransformSeuratSeuratObjectshinysitmosourcetoolsspspamSparseMspatstat.dataspatstat.explorespatstat.geomspatstat.randomspatstat.sparsespatstat.univarspatstat.utilsstringistringrsurvivalsystensortibbletidyrtidyselecttimeDatetinytexurcautf8uwotvctrsviridisLitewithrxfunxtableyamlzoo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| detect_damage | detect_damage |
| Filtered Output | filtered_output |
| Penalty Plot | penalty_plot |
| select_penalty | select_penalty |
| Selected Penalty | selected_penalty |
| simulate_counts | simulate_counts |
| Test Counts | test_counts |
