Update README.md

README.md

@@ -1,4 +1,15 @@
 ---
+license: cc-by-4.0
+size_categories:
+- 1K<n<10K
+task_categories:
+- image-classification
+tags:
+- biology
+- Colorectal Pancer
+- Histopathology
+- Histology
+- Digital Pathology
 configs:
 - config_name: default
   data_files:
@@ -22,11 +33,51 @@ dataset_info:
           '7': TUMOR
   splits:
   - name: train
-    num_bytes: 329215083.0
+    num_bytes: 329215083
     num_examples: 5000
   download_size: 293441024
-  dataset_size: 329215083.0
+  dataset_size: 329215083
 ---
-# Dataset Card for "Kather-texture-2016"
 
-[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.53169.svg)](https://doi.org/10.5281/zenodo.53169)
+
+# Collection of textures in colorectal cancer histology
+
+**Homepage**: https://zenodo.org/records/53169 \
+**Publication Date**: 2016-05-26 \
+**License**: [Creative Commons Attribution 4.0 International](https://creativecommons.org/licenses/by/4.0/legalcode) \
+**Citation**:
+```bibtex
+@dataset{kather_2016_53169,
+  author    = {Kather, Jakob Nikolas and Zöllner, Frank Gerrit and Bianconi, Francesco and Melchers, Susanne M and Schad, Lothar R and Gaiser, Timo and Marx, Alexander and Weis, Cleo-Aron},
+  title     = {{Collection of textures in colorectal cancer histology}},
+  month     = jun,
+  year      = 2016,
+  publisher = {Zenodo}
+}
+```
+
+## Description
+
+This data set represents a collection of textures in histological images of human colorectal cancer.
+It contains 5000 histological images of 150 * 150 px each (74 * 74 µm). Each image belongs to exactly one of eight tissue categories 
+
+## Image format
+
+All images are RGB, 0.495 µm per pixel, digitized with an Aperio ScanScope (Aperio/Leica biosystems), magnification 20x. Histological samples are fully anonymized images of formalin-fixed paraffin-embedded human colorectal adenocarcinomas (primary tumors) from our pathology archive (Institute of Pathology, University Medical Center Mannheim, Heidelberg University, Mannheim, Germany).
+
+## Ethics statement
+
+All experiments were approved by the institutional ethics board (medical ethics board II, University Medical Center Mannheim, Heidelberg University, Germany; approval 2015-868R-MA). The institutional ethics board waived the need for informed consent for this retrospective analysis of anonymized samples. All experiments were carried out in accordance with the approved guidelines and with the Declaration of Helsinki.
+
+## More information / data usage
+
+For more information, please refer to the following article. Please cite this article when using the data set. \
+[Kather JN, Weis CA, Bianconi F, Melchers SM, Schad LR, Gaiser T, Marx A, Zollner F: Multi-class texture analysis in colorectal cancer histology (2016), Scientific Reports (in press)](https://doi.org/10.1038/srep27988)
+
+## Contact
+
+For questions, please contact: \
+Dr. Jakob Nikolas Kather \
+http://orcid.org/0000-0002-3730-5348 \
+ResearcherID: D-4279-2015