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.
| Date made available | May 2 2023 |
|---|---|
| Publisher | University of Illinois Urbana-Champaign |
Keywords
- Piglet
- MRI
- neural networks
- Machine learning
- Brain extraction
Research output
- 1 Article
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Automated identification of piglet brain tissue from MRI images using Region-based Convolutional Neural Networks
Stanke, K. L., Larsen, R. J., Rund, L., Leyshon, B. J., Louie, A. Y. & Steelman, A. J., May 11 2023, In: PloS one. 18, 5, e0284951.Research output: Contribution to journal › Article › peer-review
Open Access
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