Illinois Data Bank - Dataset

Dataset for "Automated identification of piglet brain issue from MRI images using Region-Based Convolutional Neural Networks"
Cite this dataset:
Larsen, Ryan; Stanke, Kayla L. ; Rund, Laurie; Leyshon, Brian; Louie, Allison; Steelman, Andrew (2023): Dataset for "Automated identification of piglet brain issue from MRI images using Region-Based Convolutional Neural Networks". University of Illinois at Urbana-Champaign. https://doi.org/10.13012/B2IDB-5784165_V1
Dataset Description

This dataset includes structural MRI head scans of 32 piglets, at 28 days of age, scanned at the University of Illinois. The dataset also includes manually drawn brain masks of each of the piglets. The dataset also includes brain masks that were generated automatically using Region-Based Convolutional Neural Networks (Mask R-CNN), trained on the manually drawn brain masks.

Subject Life Sciences
Keywords Brain extraction; Machine learning; MRI; Piglet; neural networks
License See license.txt file in dataset.
Funder Abbott Nutrition-Grant:00490326
Corresponding Creator Ryan Larsen
Downloaded 144 times
Version DOI Comment Publication Date
1 10.13012/B2IDB-5784165_V1 2023-05-02

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RelatedMaterial update: {"link"=>["https://www.biorxiv.org/content/10.1101/2021.07.23.453526v3", "https://doi.org/10.1371/journal.pone.0284951"], "uri"=>["", "10.1371/journal.pone.0284951"], "uri_type"=>["", "DOI"], "citation"=>["Stanke KL, Larsen RJ, Rund L, Leyshon BJ, Louie AY, Steelman AJ. Automated identification of piglet brain tissue from MRI images using Region-Based Convolutional Neural Networks. bioRxiv. 2021.", "Stanke KL, Larsen RJ, Rund L, Leyshon BJ, Louie AY, et al. (2023) Automated identification of piglet brain tissue from MRI images using Region-based Convolutional Neural Networks. PLOS ONE 18(5): e0284951. https://doi.org/10.1371/journal.pone.0284951"], "datacite_list"=>["", "IsSupplementTo"]} 2023-06-20T23:25:58Z
Dataset update: {"subject"=>["", "Life Sciences"]} 2023-05-10T20:07:32Z