Update README.md

README.md

@@ -1,12 +1,3 @@
-@misc{borkowski2019lung,
-  title         = {Lung and Colon Cancer Histopathological Image Dataset (LC25000)},
-  author        = {Andrew A. Borkowski and Marilyn M. Bui and L. Brannon Thomas and Catherine P. Wilson and Lauren A. DeLand and Stephen M. Mastorides},
-  year          = {2019},
-  eprint        = {1912.12142},
-  archiveprefix = {arXiv},
-  primaryclass  = {eess.IV}
-}
-
 
 ---
 dataset_info:
@@ -48,3 +39,31 @@ configs:
   - split: validation
     path: data/validation-*
 ---
+
+
+# LC25000: Lung and colon histopathological image dataset
+
+![](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)
+
+## 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)},
+  author        = {Andrew A. Borkowski and Marilyn M. Bui and L. Brannon Thomas and Catherine P. Wilson and Lauren A. DeLand and Stephen M. Mastorides},
+  year          = {2019},
+  eprint        = {1912.12142},
+  archiveprefix = {arXiv},
+  primaryclass  = {eess.IV}
+}