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# Dataset Card for Spine Segmentation: Discs, Vertebrae and Spinal Canal (SPIDER)
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The lumbar spine magnetic resonance images (MRI) and segmentation masks
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Jasper W. van der Graaf, Miranda L. van Hooff, Constantinus F. M. Buckens, Matthieu Rutten,
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Job L. C. van Susante, Robert Jan Kroeze, Marinus de Kleuver, Bram van Ginneken, Nikolas Lessmann. (2023).
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*Lumbar spine segmentation in MR images: a dataset and a public benchmark.* https://arxiv.org/abs/2306.12217.
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The data were
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## Table of Contents
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## Dataset Description
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### Dataset Summary
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## Dataset Structure
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### Data Instances
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### Data
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### Data Splits
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The dataset is published under a CC-BY 4.0 license: https://creativecommons.org/licenses/by/4.0/legalcode.
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### Citation
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# Dataset Card for Spine Segmentation: Discs, Vertebrae and Spinal Canal (SPIDER)
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The SPIDER data set contains lumbar spine magnetic resonance images (MRI) and segmentation masks described in the following paper:
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Jasper W. van der Graaf, Miranda L. van Hooff, Constantinus F. M. Buckens, Matthieu Rutten,
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Job L. C. van Susante, Robert Jan Kroeze, Marinus de Kleuver, Bram van Ginneken, Nikolas Lessmann. (2023).
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*Lumbar spine segmentation in MR images: a dataset and a public benchmark.* https://arxiv.org/abs/2306.12217.
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The data were made publicly available through [Zenodo](https://zenodo.org/records/8009680), an open repository operated by CERN, and posted on
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[Grand Challenge](https://spider.grand-challenge.org/).
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*[**Disclaimer**: Please note that I am not affiliated in any way with the aforementioned paper,
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researchers, or organizations. My only contribution is to curate the SPIDER data set
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here on Hugging Face to increase accessibility. While I have taken care to curate the data
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in a way that maintains the integrity of the original data, any findings using this
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particular data set should be validated against the original data available through Zenodo.]*
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## Table of Contents
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## Dataset Description
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- **Homepage:**
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- **Repository:**
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- **Paper:** [Lumbar spine segmentation in MR images: a dataset and a public benchmark](https://arxiv.org/abs/2306.12217)
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### Dataset Summary
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The dataset includes 447 sagittal T1 and T2 MRI series collected from 218 patients across four hospitals.
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Segmentation masks indicating the vertebrae, intervertebral discs (IVDs), and spinal canal are also included.
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In addition to MR images and segmentation masks, additional metadata (e.g., MRI machine manufacturer, pixel bandwidth, etc.) and limited
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patient characteristics (sex and age) are available to import and link with the corresponding image data.
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## Dataset Structure
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### Data Instances
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### Data Fields
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### Data Splits
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The dataset is published under a CC-BY 4.0 license: https://creativecommons.org/licenses/by/4.0/legalcode.
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### Citation
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Jasper W. van der Graaf, Miranda L. van Hooff, Constantinus F. M. Buckens, Matthieu Rutten,
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Job L. C. van Susante, Robert Jan Kroeze, Marinus de Kleuver, Bram van Ginneken, Nikolas Lessmann. (2023).
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*Lumbar spine segmentation in MR images: a dataset and a public benchmark.* https://arxiv.org/abs/2306.12217.
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