Chris Oswald commited on
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db5889f
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added description

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  1. SPIDER.py +21 -1
SPIDER.py CHANGED
@@ -11,7 +11,27 @@
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  # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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  # See the License for the specific language governing permissions and
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  # limitations under the License.
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- """TODO: Add a description here.""" #TODO
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  # Import packages
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  import csv
 
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  # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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  # See the License for the specific language governing permissions and
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  # limitations under the License.
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+ """The SPIDER dataset contains (human) lumbar spine magnetic resonance images
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+ (MRI) and segmentation masks described in the following paper:
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+
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+ van der Graaf, J.W., van Hooff, M.L., Buckens, C.F.M. et al. Lumbar spine
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+ segmentation in MR images: a dataset and a public benchmark.
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+ Sci Data 11, 264 (2024). https://doi.org/10.1038/s41597-024-03090-w
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+
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+ The dataset includes 447 sagittal T1 and T2 MRI series collected from 218
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+ patients across four hospitals. Segmentation masks indicating the vertebrae,
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+ intervertebral discs (IVDs), and spinal canal are also included. Segmentation
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+ masks were created manually by a medical trainee under the supervision of a
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+ medical imaging expert and an experienced musculoskeletal radiologist.
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+
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+ In addition to MR images and segmentation masks, additional metadata
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+ (e.g., scanner manufacturer, pixel bandwidth, etc.), limited patient
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+ characteristics (biological sex and age, when available), and radiological
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+ gradings indicating specific degenerative changes can be loaded with the
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+ corresponding image data.
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+
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+ HuggingFace repository: https://huggingface.co/datasets/cdoswald/SPIDER
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+ """
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  # Import packages
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  import csv