CAMELYON17

CAMELYON17 (202 files)
testing/patients/patient_100.zip 3.77GB
testing/patients/patient_101.zip 19.28GB
testing/patients/patient_102.zip 8.99GB
testing/patients/patient_103.zip 9.58GB
testing/patients/patient_104.zip 15.25GB
testing/patients/patient_105.zip 5.06GB
testing/patients/patient_106.zip 8.82GB
testing/patients/patient_107.zip 24.83GB
testing/patients/patient_108.zip 16.23GB
testing/patients/patient_109.zip 6.94GB
testing/patients/patient_110.zip 19.53GB
testing/patients/patient_111.zip 8.40GB
testing/patients/patient_112.zip 12.36GB
testing/patients/patient_113.zip 14.54GB
testing/patients/patient_114.zip 9.27GB
testing/patients/patient_115.zip 3.51GB
testing/patients/patient_116.zip 14.55GB
testing/patients/patient_117.zip 13.59GB
testing/patients/patient_118.zip 4.37GB
testing/patients/patient_119.zip 23.62GB
testing/patients/patient_120.zip 18.39GB
testing/patients/patient_121.zip 16.80GB
testing/patients/patient_122.zip 4.61GB
testing/patients/patient_123.zip 12.00GB
testing/patients/patient_124.zip 6.52GB
testing/patients/patient_125.zip 19.41GB
testing/patients/patient_126.zip 11.55GB
testing/patients/patient_127.zip 20.57GB
testing/patients/patient_128.zip 8.70GB
testing/patients/patient_129.zip 15.65GB
testing/patients/patient_130.zip 11.77GB
testing/patients/patient_131.zip 16.07GB
testing/patients/patient_132.zip 23.04GB
testing/patients/patient_133.zip 7.68GB
testing/patients/patient_134.zip 24.71GB
testing/patients/patient_135.zip 23.44GB
testing/patients/patient_136.zip 7.34GB
testing/patients/patient_137.zip 4.80GB
testing/patients/patient_138.zip 22.95GB
testing/patients/patient_139.zip 21.75GB
testing/patients/patient_140.zip 13.61GB
testing/patients/patient_141.zip 3.39GB
testing/patients/patient_142.zip 4.24GB
testing/patients/patient_143.zip 4.63GB
testing/patients/patient_144.zip 19.54GB
testing/patients/patient_145.zip 9.12GB
testing/patients/patient_146.zip 11.92GB
testing/patients/patient_147.zip 11.71GB
testing/patients/patient_148.zip 4.90GB
testing/patients/patient_149.zip 8.92GB
testing/patients/patient_150.zip 20.93GB
testing/patients/patient_151.zip 21.05GB
testing/patients/patient_152.zip 14.46GB
testing/patients/patient_153.zip 10.64GB
testing/patients/patient_154.zip 4.28GB
testing/patients/patient_155.zip 8.04GB
testing/patients/patient_156.zip 20.18GB
testing/patients/patient_157.zip 22.33GB
testing/patients/patient_158.zip 14.15GB
testing/patients/patient_159.zip 12.32GB
testing/patients/patient_160.zip 12.51GB
testing/patients/patient_161.zip 10.50GB
testing/patients/patient_162.zip 17.27GB
testing/patients/patient_163.zip 9.48GB
testing/patients/patient_164.zip 13.23GB
testing/patients/patient_165.zip 18.10GB
testing/patients/patient_166.zip 4.13GB
testing/patients/patient_167.zip 4.15GB
testing/patients/patient_168.zip 14.44GB
testing/patients/patient_169.zip 9.53GB
testing/patients/patient_170.zip 14.92GB
testing/patients/patient_171.zip 4.22GB
testing/patients/patient_172.zip 3.44GB
testing/patients/patient_173.zip 9.78GB
testing/patients/patient_174.zip 4.74GB
testing/patients/patient_175.zip 13.84GB
testing/patients/patient_176.zip 16.20GB
testing/patients/patient_177.zip 13.61GB
testing/patients/patient_178.zip 3.05GB
testing/patients/patient_179.zip 13.60GB
testing/patients/patient_180.zip 4.69GB
testing/patients/patient_181.zip 9.25GB
testing/patients/patient_182.zip 15.85GB
testing/patients/patient_183.zip 15.00GB
testing/patients/patient_184.zip 15.56GB
testing/patients/patient_185.zip 8.55GB
testing/patients/patient_186.zip 23.89GB
testing/patients/patient_187.zip 4.23GB
testing/patients/patient_188.zip 20.92GB
testing/patients/patient_189.zip 10.57GB
testing/patients/patient_190.zip 3.72GB
testing/patients/patient_191.zip 9.51GB
testing/patients/patient_192.zip 14.15GB
testing/patients/patient_193.zip 17.91GB
testing/patients/patient_194.zip 18.38GB
testing/patients/patient_195.zip 18.91GB
testing/patients/patient_196.zip 22.54GB
testing/patients/patient_197.zip 11.06GB
testing/patients/patient_198.zip 12.59GB
testing/patients/patient_199.zip 23.80GB
training/center_0/patient_000.zip 7.39GB
training/center_0/patient_001.zip 6.44GB
training/center_0/patient_002.zip 10.28GB
training/center_0/patient_003.zip 8.68GB
training/center_0/patient_004.zip 9.89GB
training/center_0/patient_005.zip 8.99GB
training/center_0/patient_006.zip 9.42GB
training/center_0/patient_007.zip 7.79GB
training/center_0/patient_008.zip 7.05GB
training/center_0/patient_009.zip 10.94GB
training/center_0/patient_010.zip 8.42GB
training/center_0/patient_011.zip 10.08GB
training/center_0/patient_012.zip 7.64GB
training/center_0/patient_013.zip 12.39GB
training/center_0/patient_014.zip 9.06GB
training/center_0/patient_015.zip 6.49GB
training/center_0/patient_016.zip 9.69GB
training/center_0/patient_017.zip 9.18GB
training/center_0/patient_018.zip 11.53GB
training/center_0/patient_019.zip 10.98GB
training/center_1/patient_020.zip 21.97GB
training/center_1/patient_021.zip 19.45GB
training/center_1/patient_022.zip 22.31GB
training/center_1/patient_023.zip 14.88GB
training/center_1/patient_024.zip 25.09GB
training/center_1/patient_025.zip 16.75GB
training/center_1/patient_026.zip 18.22GB
training/center_1/patient_027.zip 19.12GB
training/center_1/patient_028.zip 20.10GB
training/center_1/patient_029.zip 23.14GB
training/center_1/patient_030.zip 19.10GB
training/center_1/patient_031.zip 21.61GB
training/center_1/patient_032.zip 18.56GB
training/center_1/patient_033.zip 16.70GB
training/center_1/patient_034.zip 20.33GB
training/center_1/patient_035.zip 17.67GB
training/center_1/patient_036.zip 25.98GB
training/center_1/patient_037.zip 27.96GB
training/center_1/patient_038.zip 15.66GB
training/center_1/patient_039.zip 20.16GB
training/center_2/patient_040.zip 15.47GB
training/center_2/patient_041.zip 15.93GB
training/center_2/patient_042.zip 18.87GB
training/center_2/patient_043.zip 10.45GB
training/center_2/patient_044.zip 10.54GB
training/center_2/patient_045.zip 13.95GB
training/center_2/patient_046.zip 12.79GB
training/center_2/patient_047.zip 15.87GB
training/center_2/patient_048.zip 16.56GB
training/center_2/patient_049.zip 16.98GB
training/center_2/patient_050.zip 10.06GB
training/center_2/patient_051.zip 15.96GB
training/center_2/patient_052.zip 13.95GB
training/center_2/patient_053.zip 11.85GB
training/center_2/patient_054.zip 14.11GB
training/center_2/patient_055.zip 19.95GB
training/center_2/patient_056.zip 15.31GB
training/center_2/patient_057.zip 13.73GB
training/center_2/patient_058.zip 16.08GB
training/center_2/patient_059.zip 11.66GB
training/center_3/patient_060.zip 12.25GB
training/center_3/patient_061.zip 12.06GB
training/center_3/patient_062.zip 13.61GB
training/center_3/patient_063.zip 10.38GB
training/center_3/patient_064.zip 15.20GB
training/center_3/patient_065.zip 10.68GB
training/center_3/patient_066.zip 12.65GB
training/center_3/patient_067.zip 19.11GB
training/center_3/patient_068.zip 11.88GB
training/center_3/patient_069.zip 14.85GB
training/center_3/patient_070.zip 13.49GB
training/center_3/patient_071.zip 9.71GB
training/center_3/patient_072.zip 9.84GB
training/center_3/patient_073.zip 14.20GB
training/center_3/patient_074.zip 7.95GB
training/center_3/patient_075.zip 11.91GB
training/center_3/patient_076.zip 8.49GB
training/center_3/patient_077.zip 12.29GB
training/center_3/patient_078.zip 11.31GB
training/center_3/patient_079.zip 14.36GB
training/center_4/patient_080.zip 5.38GB
training/center_4/patient_081.zip 4.47GB
training/center_4/patient_082.zip 3.27GB
training/center_4/patient_083.zip 2.14GB
training/center_4/patient_084.zip 5.98GB
training/center_4/patient_085.zip 3.96GB
training/center_4/patient_086.zip 3.72GB
training/center_4/patient_087.zip 4.04GB
training/center_4/patient_088.zip 3.67GB
training/center_4/patient_089.zip 5.84GB
training/center_4/patient_090.zip 4.45GB
training/center_4/patient_091.zip 4.17GB
training/center_4/patient_092.zip 3.73GB
training/center_4/patient_093.zip 4.12GB
training/center_4/patient_094.zip 6.57GB
training/center_4/patient_095.zip 4.12GB
training/center_4/patient_096.zip 4.25GB
training/center_4/patient_097.zip 5.57GB
training/center_4/patient_098.zip 4.88GB
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Type: Dataset
Tags:

Bibtex:
@article{,
title= {CAMELYON17},
keywords= {},
author= {},
abstract= {# CAMELYON17 Data Set
## Overview
Built on the success of its predecessor, CAMELYON17 is the second grand challenge in pathology organised by the [Computational Pathology Group](http://www.diagnijmegen.nl/index.php/Digital_Pathology) of the Radboud University Medical Center (Radboudumc) in Nijmegen, The Netherlands.

The goal of this challenge is to evaluate new and existing algorithms for automated detection and classification of breast cancer metastases in whole-slide images of histological lymph node sections. This task has high clinical relevance and would normally require extensive microscopic assessment by pathologists. The presence of metastases in lymph nodes has therapeutic implications for breast cancer patients. Therefore, an automated solution would hold great promise to reduce the workload of pathologists while at the same time reduce the subjectivity in diagnosis.

For the complete description of the challenge and the data set please visit the [challenge](https://camelyon17.grand-challenge.org) website.

## Data
### Images
The data in this challenge contains a total of 1000 whole-slide images (WSIs) of sentinel lymph node from 5 different medical centers from The Netherlands: Radboud University Medical Center in Nijmegen, Canisius-Wilhelmina Hospital in Nijmegen, University Medical Center Utrecht, Rijnstate Hospital in Arnhem, and Laboratorium Pathologie Oost-Nederland in Hengelo.

The data set is divided into training and testing sets with 20 patients from each center in both sets. For each patient the shared 5 whole-slide images are zipped together into a single ZIP file. The patient pN-stages and the slide-level labels in the training set are shared in the *stage_labels.csv* file.

The slides are converted to generic [TIFF](https://www.awaresystems.be/imaging/tiff/bigtiff.html) (Tagged Image File Format) using an open-source file converter, part of the [ASAP](https://github.com/GeertLitjens/ASAP) package.

https://i.imgur.com/nKB1Kqq.png

### Annotations
From each center 10 slides are exhaustively annotated and the annotations are shared in XML format. The XML files are compatible with the [ASAP](https://github.com/GeertLitjens/ASAP) software. You may download this software and visualize the annotations overlaid on the whole slide image.

The provided XML files may have two groups of annotations ("metastases", or "normal") which can be accessed from the "PartOfGroup" attribute of the Annotation node in the XML file. Annotations belonging to group "metastases" represent tumor areas and annotations within group "normal" are non-tumor areas which have been cut-out from the original annotations in the "metastases" group.
},
terms= {},
license= {https://creativecommons.org/publicdomain/zero/1.0/},
superseded= {},
url= {https://camelyon17.grand-challenge.org/}
}


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