{
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  "Package": "HDStIM",
  "Type": "Package",
  "Title": "High Dimensional Stimulation Immune Mapping ('HDStIM')",
  "Version": "1.0.0",
  "Authors@R": "c(person(given = \"Rohit\",\nfamily = \"Farmer\",\nrole = c(\"aut\", \"cre\"),\nemail = \"rohit.farmer@gmail.com\",\ncomment = c(ORCID = \"0000-0003-4197-3047\")),\nperson(given = \"Richard\",\nfamily = \"Apps\",\nrole = \"aut\",\nemail = \"richard.apps@nih.gov\",\ncomment = c(ORCID = \"0000-0001-5140-0141\")),\nperson(given = \"John\",\nfamily = \"Tsang\",\nrole = c(\"aut\",\"pdr\"),\nemail = \"john.tsang@nih.gov\",\ncomment = c(ORCID = \"0000-0003-3186-3047\")))",
  "Description": "A method for identifying responses to experimental\nstimulation in mass or flow cytometry that uses high\ndimensional analysis of measured parameters and can be\nperformed with an end-to-end unsupervised approach. In the\ncontext of in vitro stimulation assays where high-parameter\ncytometry was used to monitor intracellular response markers,\nusing cell populations annotated either through automated\nclustering or manual gating for a combined set of stimulated\nand unstimulated samples, 'HDStIM' labels cells as responding\nor non-responding. The package also provides auxiliary\nfunctions to rank intracellular markers based on their\ncontribution to identifying responses and generating diagnostic\nplots.",
  "License": "CC0 | file LICENSE",
  "Encoding": "UTF-8",
  "LazyData": "true",
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  "URL": "https://github.com/niaid/HDStIM, https://niaid.github.io/HDStIM/",
  "BugReports": "https://github.com/niaid/HDStIM/issues",
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  "Language": "en-US",
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  "Repository": "https://niaid.r-universe.dev",
  "Date/Publication": "2023-10-05 20:19:14 UTC",
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  "Author": "Rohit Farmer [aut, cre] (ORCID:\n<https://orcid.org/0000-0003-4197-3047>),\nRichard Apps [aut] (ORCID: <https://orcid.org/0000-0001-5140-0141>),\nJohn Tsang [aut, pdr] (ORCID: <https://orcid.org/0000-0003-3186-3047>)",
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    "description": "Interdisciplinary researcher, applying computational methods at the intersection of biology, chemistry and medicine.",
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  "_selfowned": true,
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  "_tags": [],
  "_topics": [
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    "assay",
    "cytof",
    "cytometry",
    "cytometry-analysis-pipeline",
    "flowcytometry",
    "stimulation"
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    "name": "National Institute of Allergy and Infectious Diseases (NIAID)"
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    "marker_ranking_boruta",
    "plot_exprs",
    "plot_K_Fisher",
    "plot_marker_ranking_heatmap",
    "plot_umap"
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      "name": "chi11",
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      "page": "chi11",
      "title": "Sample data set for CyTOF Stimulation Assay",
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      ]
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      "page": "HDStIM",
      "title": "HDStIM: High Dimensional Stimulation Immune Mapping",
      "topics": [
        "HDStIM"
      ]
    },
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      "page": "marker_ranking_boruta",
      "title": "Marker Ranking by Boruta",
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      ]
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    {
      "page": "plot_exprs",
      "title": "Diagnostic plots showing individual marker distribution before and after mapping by HDStIM",
      "topics": [
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      ]
    },
    {
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      "title": "Diagnostic plots explaining K-means clustering and Fisher's exact test carried out by HDStIM",
      "topics": [
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      ]
    },
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      "topics": [
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      ]
    },
    {
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      "title": "Diagnostic UMAP plots showing the partitioning of cells into responding and non-responding groups by HDStIM",
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      "filename": "HDStIM.html",
      "title": "HDStIM",
      "author": "Rohit Farmer",
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