Info hash | 274be65156ed14828fb7b30b82407a2417e1924a |
Last mirror activity | 1:45 ago |
Size | 75.91GB (75,906,970,628 bytes) |
Added | 2018-09-20 10:54:04 |
Views | 2045 |
Hits | 5293 |
ID | 3986 |
Type | multi |
Downloaded | 292 time(s) |
Uploaded by | joecohen |
Folder | MSD |
Num files | 4380 files [See full list] |
Mirrors | 8 complete, 0 downloading = 8 mirror(s) total [Log in to see full list] |
MSD (4380 files)
license.txt | 20.13kB |
Task01_BrainTumour/dataset.json | 46.23kB |
Task01_BrainTumour/imagesTr/BRATS_001.nii.gz | 10.64MB |
Task01_BrainTumour/imagesTr/BRATS_002.nii.gz | 11.43MB |
Task01_BrainTumour/imagesTr/BRATS_003.nii.gz | 12.18MB |
Task01_BrainTumour/imagesTr/BRATS_004.nii.gz | 9.04MB |
Task01_BrainTumour/imagesTr/BRATS_005.nii.gz | 10.95MB |
Task01_BrainTumour/imagesTr/BRATS_006.nii.gz | 10.11MB |
Task01_BrainTumour/imagesTr/BRATS_007.nii.gz | 11.43MB |
Task01_BrainTumour/imagesTr/BRATS_008.nii.gz | 11.70MB |
Task01_BrainTumour/imagesTr/BRATS_009.nii.gz | 8.79MB |
Task01_BrainTumour/imagesTr/BRATS_010.nii.gz | 11.27MB |
Task01_BrainTumour/imagesTr/BRATS_011.nii.gz | 9.72MB |
Task01_BrainTumour/imagesTr/BRATS_012.nii.gz | 11.04MB |
Task01_BrainTumour/imagesTr/BRATS_013.nii.gz | 10.85MB |
Task01_BrainTumour/imagesTr/BRATS_014.nii.gz | 11.61MB |
Task01_BrainTumour/imagesTr/BRATS_015.nii.gz | 12.26MB |
Task01_BrainTumour/imagesTr/BRATS_016.nii.gz | 9.41MB |
Task01_BrainTumour/imagesTr/BRATS_017.nii.gz | 7.80MB |
Task01_BrainTumour/imagesTr/BRATS_018.nii.gz | 9.11MB |
Task01_BrainTumour/imagesTr/BRATS_019.nii.gz | 8.81MB |
Task01_BrainTumour/imagesTr/BRATS_020.nii.gz | 8.97MB |
Task01_BrainTumour/imagesTr/BRATS_021.nii.gz | 8.43MB |
Task01_BrainTumour/imagesTr/BRATS_022.nii.gz | 9.30MB |
Task01_BrainTumour/imagesTr/BRATS_023.nii.gz | 10.69MB |
Task01_BrainTumour/imagesTr/BRATS_024.nii.gz | 10.44MB |
Task01_BrainTumour/imagesTr/BRATS_025.nii.gz | 9.49MB |
Task01_BrainTumour/imagesTr/BRATS_026.nii.gz | 7.33MB |
Task01_BrainTumour/imagesTr/BRATS_027.nii.gz | 8.27MB |
Task01_BrainTumour/imagesTr/BRATS_028.nii.gz | 8.06MB |
Task01_BrainTumour/imagesTr/BRATS_029.nii.gz | 8.56MB |
Task01_BrainTumour/imagesTr/BRATS_030.nii.gz | 8.16MB |
Task01_BrainTumour/imagesTr/BRATS_031.nii.gz | 10.36MB |
Task01_BrainTumour/imagesTr/BRATS_032.nii.gz | 9.01MB |
Task01_BrainTumour/imagesTr/BRATS_033.nii.gz | 9.58MB |
Task01_BrainTumour/imagesTr/BRATS_034.nii.gz | 9.55MB |
Task01_BrainTumour/imagesTr/BRATS_035.nii.gz | 9.23MB |
Task01_BrainTumour/imagesTr/BRATS_036.nii.gz | 8.21MB |
Task01_BrainTumour/imagesTr/BRATS_037.nii.gz | 11.02MB |
Task01_BrainTumour/imagesTr/BRATS_038.nii.gz | 9.21MB |
Task01_BrainTumour/imagesTr/BRATS_039.nii.gz | 8.47MB |
Task01_BrainTumour/imagesTr/BRATS_040.nii.gz | 7.48MB |
Task01_BrainTumour/imagesTr/BRATS_041.nii.gz | 9.55MB |
Task01_BrainTumour/imagesTr/BRATS_042.nii.gz | 9.39MB |
Task01_BrainTumour/imagesTr/BRATS_043.nii.gz | 10.92MB |
Task01_BrainTumour/imagesTr/BRATS_044.nii.gz | 8.63MB |
Task01_BrainTumour/imagesTr/BRATS_045.nii.gz | 9.73MB |
Task01_BrainTumour/imagesTr/BRATS_046.nii.gz | 8.84MB |
Task01_BrainTumour/imagesTr/BRATS_047.nii.gz | 9.68MB |
Type: Dataset
Tags:
Bibtex:
Tags:
Bibtex:
@article{, title= {Medical Segmentation Decathlon Datasets}, keywords= {}, author= {}, abstract= {https://i.imgur.com/QqgA5n4.jpg 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. ``` 4.6M ./Task06_Lung/labelsTr 5.7G ./Task06_Lung/imagesTr 2.9G ./Task06_Lung/imagesTs 8.6G ./Task06_Lung 240K ./Task05_Prostate/labelsTr 150M ./Task05_Prostate/imagesTr 79M ./Task05_Prostate/imagesTs 229M ./Task05_Prostate 15M ./Task01_BrainTumour/labelsTr 4.5G ./Task01_BrainTumour/imagesTr 2.7G ./Task01_BrainTumour/imagesTs 7.1G ./Task01_BrainTumour 8.6M ./Task07_Pancreas/labelsTr 7.6G ./Task07_Pancreas/imagesTr 3.9G ./Task07_Pancreas/imagesTs 12G ./Task07_Pancreas 388K ./Task02_Heart/labelsTr 249M ./Task02_Heart/imagesTr 186M ./Task02_Heart/imagesTs 435M ./Task02_Heart 8.7M ./Task08_HepaticVessel/labelsTr 5.8G ./Task08_HepaticVessel/imagesTr 3.0G ./Task08_HepaticVessel/imagesTs 8.8G ./Task08_HepaticVessel 1.3M ./Task09_Spleen/labelsTr 1.1G ./Task09_Spleen/imagesTr 461M ./Task09_Spleen/imagesTs 1.5G ./Task09_Spleen 14M ./Task10_Colon/labelsTr 4.0G ./Task10_Colon/imagesTr 1.9G ./Task10_Colon/imagesTs 5.9G ./Task10_Colon 30M ./Task03_Liver/labelsTr 19G ./Task03_Liver/imagesTr 8.6G ./Task03_Liver/imagesTs 27G ./Task03_Liver 1.1M ./Task04_Hippocampus/labelsTr 19M ./Task04_Hippocampus/imagesTr 8.8M ./Task04_Hippocampus/imagesTs 29M ./Task04_Hippocampus 71G . ``` Competition site: https://decathlon-10.grand-challenge.org/}, terms= {}, license= {CC-BY-SA 4.0}, superseded= {}, url= {http://medicaldecathlon.com/} }