diff --git a/.github/workflows/spatm_install.yml b/.github/workflows/spatm_install.yml
index 78331d0..e130d27 100644
--- a/.github/workflows/spatm_install.yml
+++ b/.github/workflows/spatm_install.yml
@@ -1,4 +1,4 @@
-name: SpaTM Install
+name: Install
 
 on:
   push:
diff --git a/.github/workflows/spatm_test.yml b/.github/workflows/spatm_test.yml
index 5f16cdd..5991e8d 100644
--- a/.github/workflows/spatm_test.yml
+++ b/.github/workflows/spatm_test.yml
@@ -1,4 +1,4 @@
-name: SpaTM Tests
+name: Tests
 
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diff --git a/README.md b/README.md
index e9a34ad..b5d8232 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,8 @@
 # A Spatial Topic Model (SpaTM) for Inferring Spatially Informed Transcriptional Programs
+[![Manuscript](https://img.shields.io/badge/DOI-10.1093%2Fbib%2Fbbaf657-blue)](https://doi.org/10.1093/bib/bbaf657)
+[![Install](https://github.com/li-lab-mcgill/SpaTM/actions/workflows/spatm_install.yml/badge.svg)](https://github.com/li-lab-mcgill/SpaTM/actions/workflows/spatm_install.yml)
+[![Tests](https://github.com/li-lab-mcgill/SpaTM/actions/workflows/spatm_test.yml/badge.svg)](https://github.com/li-lab-mcgill/SpaTM/actions/workflows/spatm_test.yml)
+
 
 This repository contains the R package for the Spatial Topic Model we have developed for flexible and interpretable analysis of spatial transcriptomics data. The method integrates multiple topic modelling frameworks to enable: