Medical Segmentation Decathlon Datasets



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MSD (4380 files)
license.txt20.13kB
Task01_BrainTumour/dataset.json46.23kB
Task01_BrainTumour/imagesTr/BRATS_001.nii.gz10.64MB
Task01_BrainTumour/imagesTr/BRATS_002.nii.gz11.43MB
Task01_BrainTumour/imagesTr/BRATS_003.nii.gz12.18MB
Task01_BrainTumour/imagesTr/BRATS_004.nii.gz9.04MB
Task01_BrainTumour/imagesTr/BRATS_005.nii.gz10.95MB
Task01_BrainTumour/imagesTr/BRATS_006.nii.gz10.11MB
Task01_BrainTumour/imagesTr/BRATS_007.nii.gz11.43MB
Task01_BrainTumour/imagesTr/BRATS_008.nii.gz11.70MB
Task01_BrainTumour/imagesTr/BRATS_009.nii.gz8.79MB
Task01_BrainTumour/imagesTr/BRATS_010.nii.gz11.27MB
Task01_BrainTumour/imagesTr/BRATS_011.nii.gz9.72MB
Task01_BrainTumour/imagesTr/BRATS_012.nii.gz11.04MB
Task01_BrainTumour/imagesTr/BRATS_013.nii.gz10.85MB
Task01_BrainTumour/imagesTr/BRATS_014.nii.gz11.61MB
Task01_BrainTumour/imagesTr/BRATS_015.nii.gz12.26MB
Task01_BrainTumour/imagesTr/BRATS_016.nii.gz9.41MB
Task01_BrainTumour/imagesTr/BRATS_017.nii.gz7.80MB
Task01_BrainTumour/imagesTr/BRATS_018.nii.gz9.11MB
Task01_BrainTumour/imagesTr/BRATS_019.nii.gz8.81MB
Task01_BrainTumour/imagesTr/BRATS_020.nii.gz8.97MB
Task01_BrainTumour/imagesTr/BRATS_021.nii.gz8.43MB
Task01_BrainTumour/imagesTr/BRATS_022.nii.gz9.30MB
Task01_BrainTumour/imagesTr/BRATS_023.nii.gz10.69MB
Task01_BrainTumour/imagesTr/BRATS_024.nii.gz10.44MB
Task01_BrainTumour/imagesTr/BRATS_025.nii.gz9.49MB
Task01_BrainTumour/imagesTr/BRATS_026.nii.gz7.33MB
Task01_BrainTumour/imagesTr/BRATS_027.nii.gz8.27MB
Task01_BrainTumour/imagesTr/BRATS_028.nii.gz8.06MB
Task01_BrainTumour/imagesTr/BRATS_029.nii.gz8.56MB
Task01_BrainTumour/imagesTr/BRATS_030.nii.gz8.16MB
Task01_BrainTumour/imagesTr/BRATS_031.nii.gz10.36MB
Task01_BrainTumour/imagesTr/BRATS_032.nii.gz9.01MB
Task01_BrainTumour/imagesTr/BRATS_033.nii.gz9.58MB
Task01_BrainTumour/imagesTr/BRATS_034.nii.gz9.55MB
Task01_BrainTumour/imagesTr/BRATS_035.nii.gz9.23MB
Task01_BrainTumour/imagesTr/BRATS_036.nii.gz8.21MB
Task01_BrainTumour/imagesTr/BRATS_037.nii.gz11.02MB
Task01_BrainTumour/imagesTr/BRATS_038.nii.gz9.21MB
Task01_BrainTumour/imagesTr/BRATS_039.nii.gz8.47MB
Task01_BrainTumour/imagesTr/BRATS_040.nii.gz7.48MB
Task01_BrainTumour/imagesTr/BRATS_041.nii.gz9.55MB
Task01_BrainTumour/imagesTr/BRATS_042.nii.gz9.39MB
Task01_BrainTumour/imagesTr/BRATS_043.nii.gz10.92MB
Task01_BrainTumour/imagesTr/BRATS_044.nii.gz8.63MB
Task01_BrainTumour/imagesTr/BRATS_045.nii.gz9.73MB
Task01_BrainTumour/imagesTr/BRATS_046.nii.gz8.84MB
Task01_BrainTumour/imagesTr/BRATS_047.nii.gz9.68MB
Task01_BrainTumour/imagesTr/BRATS_048.nii.gz9.33MB
Task01_BrainTumour/imagesTr/BRATS_049.nii.gz10.19MB
Task01_BrainTumour/imagesTr/BRATS_050.nii.gz8.83MB
Task01_BrainTumour/imagesTr/BRATS_051.nii.gz8.52MB
Task01_BrainTumour/imagesTr/BRATS_052.nii.gz8.60MB
Task01_BrainTumour/imagesTr/BRATS_053.nii.gz8.37MB
Task01_BrainTumour/imagesTr/BRATS_054.nii.gz8.20MB
Task01_BrainTumour/imagesTr/BRATS_055.nii.gz7.98MB
Task01_BrainTumour/imagesTr/BRATS_056.nii.gz8.43MB
Task01_BrainTumour/imagesTr/BRATS_057.nii.gz7.92MB
Task01_BrainTumour/imagesTr/BRATS_058.nii.gz9.31MB
Task01_BrainTumour/imagesTr/BRATS_059.nii.gz10.38MB
Task01_BrainTumour/imagesTr/BRATS_060.nii.gz10.41MB
Task01_BrainTumour/imagesTr/BRATS_061.nii.gz9.70MB
Task01_BrainTumour/imagesTr/BRATS_062.nii.gz10.89MB
Task01_BrainTumour/imagesTr/BRATS_063.nii.gz10.36MB
Task01_BrainTumour/imagesTr/BRATS_064.nii.gz10.19MB
Task01_BrainTumour/imagesTr/BRATS_065.nii.gz12.34MB
Task01_BrainTumour/imagesTr/BRATS_066.nii.gz13.39MB
Task01_BrainTumour/imagesTr/BRATS_067.nii.gz9.05MB
Task01_BrainTumour/imagesTr/BRATS_068.nii.gz9.02MB
Task01_BrainTumour/imagesTr/BRATS_069.nii.gz9.01MB
Task01_BrainTumour/imagesTr/BRATS_070.nii.gz8.85MB
Task01_BrainTumour/imagesTr/BRATS_071.nii.gz9.42MB
Task01_BrainTumour/imagesTr/BRATS_072.nii.gz9.43MB
Task01_BrainTumour/imagesTr/BRATS_073.nii.gz9.36MB
Task01_BrainTumour/imagesTr/BRATS_074.nii.gz9.24MB
Task01_BrainTumour/imagesTr/BRATS_075.nii.gz11.07MB
Task01_BrainTumour/imagesTr/BRATS_076.nii.gz8.75MB
Task01_BrainTumour/imagesTr/BRATS_077.nii.gz9.16MB
Task01_BrainTumour/imagesTr/BRATS_078.nii.gz8.65MB
Task01_BrainTumour/imagesTr/BRATS_079.nii.gz10.35MB
Task01_BrainTumour/imagesTr/BRATS_080.nii.gz9.71MB
Task01_BrainTumour/imagesTr/BRATS_081.nii.gz9.59MB
Task01_BrainTumour/imagesTr/BRATS_082.nii.gz9.73MB
Task01_BrainTumour/imagesTr/BRATS_083.nii.gz10.34MB
Task01_BrainTumour/imagesTr/BRATS_084.nii.gz8.91MB
Task01_BrainTumour/imagesTr/BRATS_085.nii.gz8.36MB
Task01_BrainTumour/imagesTr/BRATS_086.nii.gz12.03MB
Task01_BrainTumour/imagesTr/BRATS_087.nii.gz11.05MB
Task01_BrainTumour/imagesTr/BRATS_088.nii.gz11.71MB
Task01_BrainTumour/imagesTr/BRATS_089.nii.gz9.13MB
Task01_BrainTumour/imagesTr/BRATS_090.nii.gz11.29MB
Task01_BrainTumour/imagesTr/BRATS_091.nii.gz10.56MB
Task01_BrainTumour/imagesTr/BRATS_092.nii.gz9.94MB
Task01_BrainTumour/imagesTr/BRATS_093.nii.gz9.25MB
Task01_BrainTumour/imagesTr/BRATS_094.nii.gz10.78MB
Task01_BrainTumour/imagesTr/BRATS_095.nii.gz11.98MB
Task01_BrainTumour/imagesTr/BRATS_096.nii.gz9.35MB
Task01_BrainTumour/imagesTr/BRATS_097.nii.gz10.21MB
Task01_BrainTumour/imagesTr/BRATS_098.nii.gz8.13MB
Task01_BrainTumour/imagesTr/BRATS_099.nii.gz10.09MB
Task01_BrainTumour/imagesTr/BRATS_100.nii.gz10.09MB
Task01_BrainTumour/imagesTr/BRATS_101.nii.gz10.00MB
Task01_BrainTumour/imagesTr/BRATS_102.nii.gz9.67MB
Task01_BrainTumour/imagesTr/BRATS_103.nii.gz9.56MB
Task01_BrainTumour/imagesTr/BRATS_104.nii.gz9.87MB
Task01_BrainTumour/imagesTr/BRATS_105.nii.gz10.04MB
Task01_BrainTumour/imagesTr/BRATS_106.nii.gz10.77MB
Task01_BrainTumour/imagesTr/BRATS_107.nii.gz9.94MB
Task01_BrainTumour/imagesTr/BRATS_108.nii.gz10.22MB
Task01_BrainTumour/imagesTr/BRATS_109.nii.gz8.59MB
Task01_BrainTumour/imagesTr/BRATS_110.nii.gz11.54MB
Task01_BrainTumour/imagesTr/BRATS_111.nii.gz9.85MB
Task01_BrainTumour/imagesTr/BRATS_112.nii.gz8.77MB
Task01_BrainTumour/imagesTr/BRATS_113.nii.gz10.62MB
Task01_BrainTumour/imagesTr/BRATS_114.nii.gz9.93MB
Task01_BrainTumour/imagesTr/BRATS_115.nii.gz9.62MB
Task01_BrainTumour/imagesTr/BRATS_116.nii.gz9.16MB
Task01_BrainTumour/imagesTr/BRATS_117.nii.gz9.28MB
Task01_BrainTumour/imagesTr/BRATS_118.nii.gz10.94MB
Task01_BrainTumour/imagesTr/BRATS_119.nii.gz10.72MB
Task01_BrainTumour/imagesTr/BRATS_120.nii.gz11.05MB
Task01_BrainTumour/imagesTr/BRATS_121.nii.gz10.95MB
Task01_BrainTumour/imagesTr/BRATS_122.nii.gz11.07MB
Task01_BrainTumour/imagesTr/BRATS_123.nii.gz10.96MB
Task01_BrainTumour/imagesTr/BRATS_124.nii.gz11.13MB
Task01_BrainTumour/imagesTr/BRATS_125.nii.gz10.90MB
Task01_BrainTumour/imagesTr/BRATS_126.nii.gz9.81MB
Task01_BrainTumour/imagesTr/BRATS_127.nii.gz7.23MB
Task01_BrainTumour/imagesTr/BRATS_128.nii.gz10.72MB
Task01_BrainTumour/imagesTr/BRATS_129.nii.gz9.31MB
Task01_BrainTumour/imagesTr/BRATS_130.nii.gz10.70MB
Task01_BrainTumour/imagesTr/BRATS_131.nii.gz9.80MB
Task01_BrainTumour/imagesTr/BRATS_132.nii.gz8.41MB
Task01_BrainTumour/imagesTr/BRATS_133.nii.gz10.04MB
Task01_BrainTumour/imagesTr/BRATS_134.nii.gz10.10MB
Task01_BrainTumour/imagesTr/BRATS_135.nii.gz10.47MB
Task01_BrainTumour/imagesTr/BRATS_136.nii.gz9.41MB
Task01_BrainTumour/imagesTr/BRATS_137.nii.gz10.67MB
Task01_BrainTumour/imagesTr/BRATS_138.nii.gz10.84MB
Task01_BrainTumour/imagesTr/BRATS_139.nii.gz10.90MB
Task01_BrainTumour/imagesTr/BRATS_140.nii.gz11.01MB
Task01_BrainTumour/imagesTr/BRATS_141.nii.gz11.01MB
Task01_BrainTumour/imagesTr/BRATS_142.nii.gz8.95MB
Task01_BrainTumour/imagesTr/BRATS_143.nii.gz8.68MB
Task01_BrainTumour/imagesTr/BRATS_144.nii.gz9.54MB
Task01_BrainTumour/imagesTr/BRATS_145.nii.gz6.20MB
Task01_BrainTumour/imagesTr/BRATS_146.nii.gz11.10MB
Task01_BrainTumour/imagesTr/BRATS_147.nii.gz9.56MB
Task01_BrainTumour/imagesTr/BRATS_148.nii.gz9.59MB
Task01_BrainTumour/imagesTr/BRATS_149.nii.gz9.93MB
Task01_BrainTumour/imagesTr/BRATS_150.nii.gz10.06MB
Task01_BrainTumour/imagesTr/BRATS_151.nii.gz10.31MB
Task01_BrainTumour/imagesTr/BRATS_152.nii.gz10.36MB
Task01_BrainTumour/imagesTr/BRATS_153.nii.gz10.37MB
Task01_BrainTumour/imagesTr/BRATS_154.nii.gz11.88MB
Task01_BrainTumour/imagesTr/BRATS_155.nii.gz10.00MB
Task01_BrainTumour/imagesTr/BRATS_156.nii.gz12.11MB
Task01_BrainTumour/imagesTr/BRATS_157.nii.gz11.99MB
Task01_BrainTumour/imagesTr/BRATS_158.nii.gz9.83MB
Task01_BrainTumour/imagesTr/BRATS_159.nii.gz9.24MB
Task01_BrainTumour/imagesTr/BRATS_160.nii.gz9.63MB
Task01_BrainTumour/imagesTr/BRATS_161.nii.gz10.71MB
Task01_BrainTumour/imagesTr/BRATS_162.nii.gz10.34MB
Task01_BrainTumour/imagesTr/BRATS_163.nii.gz10.37MB
Task01_BrainTumour/imagesTr/BRATS_164.nii.gz9.63MB
Task01_BrainTumour/imagesTr/BRATS_165.nii.gz10.20MB
Task01_BrainTumour/imagesTr/BRATS_166.nii.gz10.01MB
Task01_BrainTumour/imagesTr/BRATS_167.nii.gz8.73MB
Task01_BrainTumour/imagesTr/BRATS_168.nii.gz8.75MB
Task01_BrainTumour/imagesTr/BRATS_169.nii.gz11.76MB
Task01_BrainTumour/imagesTr/BRATS_170.nii.gz10.72MB
Task01_BrainTumour/imagesTr/BRATS_171.nii.gz11.60MB
Task01_BrainTumour/imagesTr/BRATS_172.nii.gz8.62MB
Task01_BrainTumour/imagesTr/BRATS_173.nii.gz10.03MB
Task01_BrainTumour/imagesTr/BRATS_174.nii.gz8.80MB
Task01_BrainTumour/imagesTr/BRATS_175.nii.gz10.17MB
Task01_BrainTumour/imagesTr/BRATS_176.nii.gz9.93MB
Task01_BrainTumour/imagesTr/BRATS_177.nii.gz9.96MB
Task01_BrainTumour/imagesTr/BRATS_178.nii.gz9.98MB
Task01_BrainTumour/imagesTr/BRATS_179.nii.gz9.77MB
Task01_BrainTumour/imagesTr/BRATS_180.nii.gz10.54MB
Task01_BrainTumour/imagesTr/BRATS_181.nii.gz10.67MB
Task01_BrainTumour/imagesTr/BRATS_182.nii.gz7.54MB
Task01_BrainTumour/imagesTr/BRATS_183.nii.gz10.64MB
Task01_BrainTumour/imagesTr/BRATS_184.nii.gz10.63MB
Task01_BrainTumour/imagesTr/BRATS_185.nii.gz10.47MB
Task01_BrainTumour/imagesTr/BRATS_186.nii.gz10.43MB
Task01_BrainTumour/imagesTr/BRATS_187.nii.gz10.47MB
Task01_BrainTumour/imagesTr/BRATS_188.nii.gz10.19MB
Task01_BrainTumour/imagesTr/BRATS_189.nii.gz10.60MB
Task01_BrainTumour/imagesTr/BRATS_190.nii.gz7.51MB
Task01_BrainTumour/imagesTr/BRATS_191.nii.gz7.92MB
Task01_BrainTumour/imagesTr/BRATS_192.nii.gz9.81MB
Task01_BrainTumour/imagesTr/BRATS_193.nii.gz9.50MB
Task01_BrainTumour/imagesTr/BRATS_194.nii.gz9.95MB
Task01_BrainTumour/imagesTr/BRATS_195.nii.gz10.19MB
Task01_BrainTumour/imagesTr/BRATS_196.nii.gz10.91MB
Task01_BrainTumour/imagesTr/BRATS_197.nii.gz9.46MB
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Type: Dataset
Tags:

Bibtex:
@article{,
title= {Medical Segmentation Decathlon Datasets},
keywords= {},
author= {},
abstract= {With recent advances in machine learning, semantic segmentation algorithms are becoming increasingly general purpose and translatable to unseen tasks. Many key algorithmic advances in the field of medical imaging are commonly validated on a small number of tasks, limiting our understanding of the generalisability of the proposed contributions. A model which works out-of-the-box on many tasks, in the spirit of AutoML, would have a tremendous impact on healthcare. The field of medical imaging is also missing a fully open source and comprehensive benchmark for general purpose algorithmic validation and testing covering a large span of challenges, such as: small data, unbalanced labels, large-ranging object scales, multi-class labels, and multimodal imaging, etc. This challenge and dataset aims to provide such resource thorugh the open sourcing of large medical imaging datasets on several highly different tasks, and by standardising the analysis and validation process. },
terms= {},
license= {CC-BY-SA 4.0},
superseded= {},
url= {http://medicaldecathlon.com/}
}