Update README.md

README.md

@@ -35,15 +35,26 @@ size_categories:
 license: unlicense
 task_categories:
 - image-classification
+paperswithcode_id: lc25000
 ---
 
-[![DOI](https://zenodo.org/badge/DOI/10.48550/arXiv.1912.12142.svg)](https://doi.org/10.48550/arXiv.1912.12142)
+![](https://www.researchgate.net/publication/364662639/figure/fig6/AS:11431281092195560@1666747477197/Dataset-LC25000-From-left-to-right-benign-lung-pathology-image-Lung-n-lung.ppm)
 
 # LC25000: Lung and colon histopathological image dataset
 
-**Homepage**: https://github.com/tampapath/lung_colon_image_set/ \
-**Publication Date**: 2019-12-14 \
-**Citation**:
+## Dataset Description
+
+- **Homepage**: [github.com:tampapath/lung_colon_image_set](https://github.com/tampapath/lung_colon_image_set)
+- **DOI**: https://doi.org/10.48550/arXiv.1912.12142
+- **Publication Date** 2019-12-14
+
+## Description
+
+The dataset contains color 25,000 images with 5 classes of 5,000 images each.
+All images are 768 x 768 pixels in size and are in jpeg file format.
+
+## Citation
+
 ```bibtex
 @misc{borkowski2019lung,
   title         = {Lung and Colon Cancer Histopathological Image Dataset (LC25000)},
@@ -54,5 +65,3 @@ task_categories:
   primaryclass  = {eess.IV}
 }
 ```
-
-The dataset contains color 25,000 images with 5 classes of 5,000 images each. All images are 768 x 768 pixels in size and are in jpeg file format.