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  • Creator(s):
    Varun Mannam
    Description:

    We created a small dataset to validate the lifetime denoising using the trained Noise2Noise-NBN model - the Fluorescence Microscopy Lifetime Denoising (FMLD) dataset - that is dedicated to perform the lifetime denoising from the noisy (raw) lifetime images.

    The dataset consists of 50 real fluorescence microscopy images obtained with custom-built two-photon microscope and representative fixed BPAE cell (F36924) samples. We use all 50 images for testing/inference. These images are captured wi…

    Date Created:
    2020-01-01
    Record Visibility:
    Public
  • Creator(s):
    Varun Mannam
    Description:

    We created a dataset - the Lifetime From Intensity (LFI) dataset - that is dedicated to estimate the lifetime from intensity images. The dataset consists of 156 real fluorescence microscopy images obtained with custom-built two-photon microscope and representative biological zebrafish samples. We use 140 images for training and 16 images for testing. These images are captured with 2 different excitation wavelengths (800 and 920 nm) and different power levels (5 mW and 8 mW).

    Date Created:
    2019-08-13
    Record Visibility:
    Public
  • Creator(s):
    Jan Teorell, John Gerring, Jeffrey Staton, Carl Henrik Knutsen, David Altman, Megan Reif, Staffan I. Lindberg, Kelly McMann, Svend-Erik Skaaning, Michael Bernhard, Michael Coppedge, Eitan Tzelgov, Allen Hicken, Matthew Kroenig, Daniel Pemstein, Adam Glynn, Yi-ting Wang, M. Steven Fish
    Description:

    Posterior data of Higher Level Indices for Varieties of Democracy v.7. The code book and description of the variables can be found in the main item for this collection.

    Date Created:
    2017-01-01
    Record Visibility:
    Public
  • Creator(s):
    Jan Teorell, John Gerring, Jeffrey Staton, Carl Henrik Knutsen, David Altman, Megan Reif, Staffan I. Lindberg, Kelly McMann, Svend-Erik Skaaning, Michael Bernhard, Michael Coppedge, Eitan Tzelgov, Allen Hicken, Matthew Kroenig, Daniel Pemstein, Adam Glynn, Yi-ting Wang, M. Steven Fish
    Description:

    Posterior data of Higher Level Indices for Varieties of Democracy v.7. The code book and description of the variables can be found in the main item for this collection.

    Date Created:
    2017-01-01
    Record Visibility:
    Public
  • Creator(s):
    Jan Teorell, John Gerring, Jeffrey Staton, Carl Henrik Knutsen, David Altman, Megan Reif, Staffan I. Lindberg, Kelly McMann, Svend-Erik Skaaning, Michael Bernhard, Michael Coppedge, Eitan Tzelgov, Allen Hicken, Matthew Kroenig, Daniel Pemstein, Adam Glynn, Yi-ting Wang, M. Steven Fish
    Description:

    Posterior data of Higher Level Indices for Varieties of Democracy v.7. The code book and description of the variables can be found in the main item for this collection.

    Date Created:
    2017-01-01
    Record Visibility:
    Public
  • Creator(s):
    Jan Teorell, John Gerring, Jeffrey Staton, Carl Henrik Knutsen, David Altman, Megan Reif, Staffan I. Lindberg, Kelly McMann, Svend-Erik Skaaning, Michael Bernhard, Michael Coppedge, Eitan Tzelgov, Allen Hicken, Matthew Kroenig, Daniel Pemstein, Adam Glynn, Yi-ting Wang, M. Steven Fish
    Description:

    Posterior data of Higher Level Indices for Varieties of Democracy v.7. The code book and description of the variables can be found in the main item for this collection.

    Date Created:
    2017-01-01
    Record Visibility:
    Public
  • Creator(s):
    Jan Teorell, John Gerring, Jeffrey Staton, Carl Henrik Knutsen, David Altman, Megan Reif, Staffan I. Lindberg, Kelly McMann, Svend-Erik Skaaning, Michael Bernhard, Michael Coppedge, Eitan Tzelgov, Allen Hicken, Matthew Kroenig, Daniel Pemstein, Adam Glynn, Yi-ting Wang, M. Steven Fish
    Description:

    Posterior data of Higher Level Indices for Varieties of Democracy v.7. The code book and description of the variables can be found in the main item for this collection.

    Date Created:
    2017-01-01
    Record Visibility:
    Public
  • Creator(s):
    Jan Teorell, John Gerring, Jeffrey Staton, Carl Henrik Knutsen, David Altman, Megan Reif, Staffan I. Lindberg, Kelly McMann, Svend-Erik Skaaning, Michael Bernhard, Michael Coppedge, Eitan Tzelgov, Allen Hicken, Matthew Kroenig, Daniel Pemstein, Adam Glynn, Yi-ting Wang, M. Steven Fish
    Description:

    Posterior data of Higher Level Indices for Varieties of Democracy v.7. The code book and description of the variables can be found in the main item for this collection.

    Date Created:
    2017-01-01
    Record Visibility:
    Public
  • Creator(s):
    Michael Bernhard, Adam Glynn, Daniel Pemstein, M. Steven Fish, Jan Teorell, John Gerring, Yi-ting Wang, Kyle L. Marquardt, Aksel Sundtröm, Allen Hicken, Jeffrey Staton, Rachel Sigman, Kelly McMann, Carl Henrik Knutsen, Valeriya Mechkova, Pamela Paxton, Anna Lührmann, David Altman, Michael Coppedge, Agnes Cornell, Tore Wig, Brigitte Seim, Daniel Ziblatt., Staffan I. Lindberg, Eitan Tzelgov, Svend-Erik Skaaning, Johannes von Römer, Lisa Gastaldi, Luca Uberti, Haakon Gjerløw
    Description:

    Data for Varieties of Democracy Project. Version 9 of these files. There is also a collection of posterior files for v.9. See related item.

    Record Visibility:
    Public
  • Creator(s):
    Michael Bernhard, Adam Glynn, Daniel Pemstein, M. Steven Fish, Jan Teorell, John Gerring, Yi-ting Wang, Kyle L. Marquardt, Aksel Sundtröm, Allen Hicken, Jeffrey Staton, Rachel Sigman, Kelly McMann, Carl Henrik Knutsen, Valeriya Mechkova, Pamela Paxton, Anna Lührmann, David Altman, Michael Coppedge, Agnes Cornell, Tore Wig, Brigitte Seim, Daniel Ziblatt., Staffan I. Lindberg, Eitan Tzelgov, Svend-Erik Skaaning, Johannes von Römer, Lisa Gastaldi, Luca Uberti, Haakon Gjerløw
    Description:

    Posterior files for Varieties of Democracy Project Version 9. See main item for codebook and dataset.

    Record Visibility:
    Public
  • Creator(s):
    John Gerring, David Altman, Staffan I. Lind- berg, Allen Hicken, Jan Teorell, Valeriya Mechkova, Brigitte Seim, Haakon Gjerløw, Michael Bernhard, Carl Henrik Knutsen, Svend-Erik Skaaning, Anna Lührmann, Joshua Krusell, Michael Coppedge, Agnes Cornell, Yi-ting Wang, Kelly McMann, Moa Olin, Jeffrey Staton, Kyle L. Mar- quardt, Adam Glynn, Eitan Tzelgov, M. Steven Fish, Luca Uberti, Daniel Pemstein, Rachel Sigman, Tore Wig, Pamela Paxton, Aksel Sundström, Daniel Ziblatt.
    Description:

    Data for Varieties of Democracy Project. Version 8 of these files. There is also a collection of posterior files for v.8. See related item.

    Record Visibility:
    Public
  • Creator(s):
    John Gerring, David Altman, Staffan I. Lind- berg, Allen Hicken, Jan Teorell, Valeriya Mechkova, Brigitte Seim, Haakon Gjerløw, Michael Bernhard, Carl Henrik Knutsen, Svend-Erik Skaaning, Anna Lührmann, Joshua Krusell, Michael Coppedge, Agnes Cornell, Yi-ting Wang, Kelly McMann, Moa Olin, Jeffrey Staton, Kyle L. Mar- quardt, Adam Glynn, Eitan Tzelgov, M. Steven Fish, Luca Uberti, Daniel Pemstein, Rachel Sigman, Tore Wig, Pamela Paxton, Aksel Sundström, Daniel Ziblatt.
    Description:

    Posterior files for Varieties of Democracy Project Version 8. See main item for codebook and dataset.

    Record Visibility:
    Public