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Data from "Automated identification of multinucleated germ cells with U-Net"

Full Metadata

Overview

Year:
2020
Contributor:
Bell, Samuel (Creator)
Spade, Daniel (Creator)
Zsom, Andras (Creator)
Subject:
u-net
neural network
cell
MNG
Multinucleated germ cells
DOI
https://doi.org/10.26300/rv2a-kp40

Files

Description

Abstract:
This data set contains 1) best fit model for trained MNG prediction U-Net 2) best fit model parameters for trained MNG prediction U-Net 3) the full record of the cropped images used in training the model 4) the final output neural nets 5) additional files needed for running the code and 6) stitched output files.
Notes:
This research is supported by the Institute of Environmental Health Sciences (NIEHS) of the National Institutes of Health (NIH) under award R00 ES025231

Access Conditions

Use and Reproduction
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International license

Citation

Bell, Samuel, Spade, Daniel, and Zsom, Andras, "Data from 'Automated identification of multinucleated germ cells with U-Net'" (2020). Brown University Open Data Collection. Brown Digital Repository. Brown University Library. https://doi.org/10.26300/rv2a-kp40

Relations

Has Parts:

  • Child thumbnail
    Best Fit Models
    • Type: Archive
    • Order: 1
    • View
  • Child thumbnail
    additional_data_files.tar
    • Type: Archive
    • Order: 2
    • View
  • Child thumbnail
    cropped.tar
    • Type: Archive
    • Order: 3
    • View
  • Child thumbnail
    stitched.tar
    • Type: Archive
    • Order: 4
    • View
  • Child thumbnail
    Final_Output_Nets_00
    • Type: Archive
    • Order: 5
    • View
  • Child thumbnail
    Final_Output_Nets_01
    • Type: Archive
    • Order: 6
    • View
  • Child thumbnail
    Final_Output_Nets_02
    • Type: Archive
    • Order: 7
    • View
  • Child thumbnail
    Final_Output_Nets_03
    • Type: Archive
    • Order: 8
    • View
  • Child thumbnail
    Final_Output_Nets_04
    • Type: Archive
    • Order: 9
    • View

Collection:

  • Brown University Open … Thumbnail

    Brown University Open Data Collection

    This collection contains open and publicly-funded data sets created by Brown University faculty and student researchers. Increasingly, publishers, and funders are requiring that protocols, data sets, metadata, and code underlying published research be retained and preserved, their locations cited within …
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