{"@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"}