diff --git a/medcat-v2/.media/cat-logo.png b/medcat-v2/.media/cat-logo.png
new file mode 100644
index 00000000..56b7971b
Binary files /dev/null and b/medcat-v2/.media/cat-logo.png differ
diff --git a/medcat-v2/.media/cat-logo.svg b/medcat-v2/.media/cat-logo.svg
new file mode 100644
index 00000000..df6a04d4
--- /dev/null
+++ b/medcat-v2/.media/cat-logo.svg
@@ -0,0 +1,73 @@
+
+
+
diff --git a/medcat-v2/README.md b/medcat-v2/README.md
index 353d5051..807bc56e 100644
--- a/medcat-v2/README.md
+++ b/medcat-v2/README.md
@@ -1,11 +1,11 @@
-# Medical oncept Annotation Tool (version 2)
+# Medical oncept Annotation Tool (version 2)
**There's a number of breaking changes in MedCAT v2 compared to v1.**
Details are outlined [here](docs/breaking_changes.md).
-[](https://github.com/CogStack/MedCAT2/actions/workflows/main.yml?query=branch%3main)
+[](https://github.com/CogStack/cogstack-nlp/actions/workflows/medcat-v2_main.yml?query=branch%3main)
[](https://medcat2.readthedocs.io/en/latest/?badge=latest)
-[](https://github.com/CogStack/MedCAT2/releases/latest)
+[](https://github.com/CogStack/cogstack-nlp/releases/latest)
MedCAT can be used to extract information from Electronic Health Records (EHRs) and link it to biomedical ontologies like SNOMED-CT, UMLS, or HPO (and potentially other ontologies).
diff --git a/medcat-v2/docs/conf.py b/medcat-v2/docs/conf.py
index eec3ab9b..f4b9d02e 100644
--- a/medcat-v2/docs/conf.py
+++ b/medcat-v2/docs/conf.py
@@ -75,7 +75,7 @@
'css/overrides.css'
]
-html_logo = '../media/cat-logo.svg'
+html_logo = '../.media/cat-logo.svg'
html_theme_options = {
'display_version': True,
diff --git a/medcat-v2/docs/main.md b/medcat-v2/docs/main.md
index 960282da..afbb2272 100644
--- a/medcat-v2/docs/main.md
+++ b/medcat-v2/docs/main.md
@@ -1,12 +1,12 @@
-# Medical oncept Annotation Tool (v2)
+# Medical oncept Annotation Tool (v2)
**There's a number of breaking changes in MedCAT v2 compared to v1.**
Details are outlined [here](breaking_changes.md).
[](https://github.com/CogStack/cogstack-nlp/actions/workflows/medcat-v2_main.yml)
[](https://medcat2.readthedocs.io/en/latest/?badge=latest)
-[](https://github.com/CogStack/MedCAT2/releases/latest)
-[](https://pypi.org/project/medcat/)
+[](https://github.com/CogStack/cogstack-nlp/releases/latest)
+
MedCAT(*v2*) can be used to extract information from Electronic Health Records (EHRs) and link it to biomedical ontologies like SNOMED-CT and UMLS. Paper on [arXiv](https://arxiv.org/abs/2010.01165).