{
  "@type": "dcat:Dataset",
  "accessLevel": "public",
  "accrualPeriodicity": "irregular",
  "bureauCode": [
    "006:55"
  ],
  "contactPoint": {
    "fn": "Anne L. Plant",
    "hasEmail": "mailto:anne.plant@nist.gov"
  },
  "description": "This collection is comprised of multiple sets of experiments involving iPSCs with varying dosages of fluorescent light excitation. Samples were imaged every 2 minutes using phase-contrast microscopy for 20+ hours with or without fluorescence excitation. Each experiment was done on different days (i.e. exp0 vs exp1) but with triplicate wells (i.e. exp1-0, exp1-1, exp1-2). Additionally, data used to train our 2D U-Net and 3D U-Net models are included. Detailed information for each dataset can be found in Dataset_Information.xlsx.",
  "distribution": [
    {
      "accessURL": "https://github.com/usnistgov/WSDOM",
      "description": "GitHub page with all scripts and models used for the image dataset.",
      "format": "GitHub Python Files",
      "title": "WSDOM iPSC Tracking GitHub Page"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2960/exp7.zip",
      "mediaType": "application/zip",
      "title": "exp7"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/ark:/88434/mds2-2960/exp7.zip.sha256",
      "mediaType": "text/plain"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/Dataset_Information.xlsx",
      "mediaType": "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
      "title": "Dataset_Information"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp0.zip",
      "mediaType": "application/zip",
      "title": "exp0"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp1.zip",
      "mediaType": "application/zip",
      "title": "exp1"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp2-0.zip",
      "mediaType": "application/zip",
      "title": "exp2-0"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp2-1.zip",
      "mediaType": "application/zip",
      "title": "exp2-1"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp2-2.zip",
      "mediaType": "application/zip",
      "title": "exp2-2"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp2-3.zip",
      "mediaType": "application/zip",
      "title": "exp2-3"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp2-4.zip",
      "mediaType": "application/zip",
      "title": "exp2-4"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp2-5.zip",
      "mediaType": "application/zip",
      "title": "exp2-5"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp3-0.zip",
      "mediaType": "application/zip",
      "title": "exp3-0"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp3-1.zip",
      "mediaType": "application/zip",
      "title": "exp3-1"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp3-2.zip",
      "mediaType": "application/zip",
      "title": "exp3-2"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp3-3.zip",
      "mediaType": "application/zip",
      "title": "exp3-3"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp3-4.zip",
      "mediaType": "application/zip",
      "title": "exp3-4"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp3-5.zip",
      "mediaType": "application/zip",
      "title": "exp3-5"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp4-0.zip",
      "mediaType": "application/zip",
      "title": "exp4-0"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp4-1.zip",
      "mediaType": "application/zip",
      "title": "exp4-1"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp4-2.zip",
      "mediaType": "application/zip",
      "title": "exp4-2"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp4-3.zip",
      "mediaType": "application/zip",
      "title": "exp4-3"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp4-4.zip",
      "mediaType": "application/zip",
      "title": "exp4-4"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp4-5.zip",
      "mediaType": "application/zip",
      "title": "exp4-5"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp5-0.zip",
      "mediaType": "application/zip",
      "title": "exp5-0"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp5-1.zip",
      "mediaType": "application/zip",
      "title": "exp5-1"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp5-2.zip",
      "mediaType": "application/zip",
      "title": "exp5-2"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp5-3.zip",
      "mediaType": "application/zip",
      "title": "exp5-3"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp5-4.zip",
      "mediaType": "application/zip",
      "title": "exp5-4"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp5-5.zip",
      "mediaType": "application/zip",
      "title": "exp5-5"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp6-0.zip",
      "mediaType": "application/zip",
      "title": "exp6-0"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/exp6-1.zip",
      "mediaType": "application/zip",
      "title": "exp6-1"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/training_3DUNET.zip",
      "mediaType": "application/zip",
      "title": "training_3DUNET"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/training_high.zip",
      "mediaType": "application/zip",
      "title": "training_high"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/training_low.zip",
      "mediaType": "application/zip",
      "title": "training_low"
    },
    {
      "downloadURL": "https://data.nist.gov/od/ds/mds2-2960/training_medium.zip",
      "mediaType": "application/zip",
      "title": "training_medium"
    }
  ],
  "identifier": "ark:/88434/mds2-2960",
  "issued": "2023-10-02",
  "keyword": [
    "AI",
    "U-Net",
    "genetic engineering; regenerative medicine",
    "pluripotent cell lines; quantitative live cell imaging; fluorescence microscopy; image data analysis; CNN"
  ],
  "landingPage": "https://data.nist.gov/od/id/mds2-2960",
  "language": [
    "en"
  ],
  "license": "https://www.nist.gov/open/license",
  "modified": "2023-03-17 00:00:00",
  "programCode": [
    "006:045"
  ],
  "publisher": {
    "@type": "org:Organization",
    "name": "National Institute of Standards and Technology"
  },
  "theme": [
    "Bioscience:Cell biology"
  ],
  "title": "High-volume, label-free imaging for quantifying single-cell dynamics in iPSC colonies"
}