diff --git a/README.md b/README.md
index c693c7e..3ecca87 100644
--- a/README.md
+++ b/README.md
@@ -1,23 +1,24 @@
 # Combining 3D Image and Tabular Data via the Dynamic Affine Feature Map Transform
 
+[![Journal Paper](https://img.shields.io/static/v1?label=DOI&message=10.1016%2fj.neuroimage.2022.119505&color=3a7ebb)](https://dx.doi.org/10.1016/j.neuroimage.2022.119505)
+[![Conference Paper](https://img.shields.io/static/v1?label=DOI&message=10.1007%2f978-3-030-87240-3_66&color=3a7ebb)](https://dx.doi.org/10.1007/978-3-030-87240-3_66)
 [![Preprint](https://img.shields.io/badge/arXiv-2107.05990-b31b1b)](https://arxiv.org/abs/2107.05990)
-[![Paper](https://img.shields.io/static/v1?label=DOI&message=10.1007%2f978-3-030-87240-3_66&color=3a7ebb)](https://dx.doi.org/10.1007/978-3-030-87240-3_66)
 [![License](https://img.shields.io/badge/license-GPLv3-blue.svg)](LICENSE)
 
-This repository contains the code to the paper "Combining 3D Image and Tabular Data via the Dynamic Affine Feature Map Transform."
-If you are using this code, please cite:
+This repository contains the code to the paper "DAFT: A Universal Module to Interweave Tabular Data and 3D Images in CNNs"
 ```
 @article{Wolf2022-daft,
-  title = {DAFT: A Universal Module to Interweave Tabular Data and 3D Images in CNNs},
+  title = {{DAFT: A Universal Module to Interweave Tabular Data and 3D Images in CNNs}},
+  author = {Wolf, Tom Nuno and P{\"{o}}lsterl, Sebastian and Wachinger, Christian},
   journal = {NeuroImage},
   pages = {119505},
   year = {2022},
   issn = {1053-8119},
-  doi = {https://doi.org/10.1016/j.neuroimage.2022.119505},
+  doi = {10.1016/j.neuroimage.2022.119505},
   url = {https://www.sciencedirect.com/science/article/pii/S1053811922006218},
-  author = {Tom Nuno Wolf and Sebastian Pölsterl and Christian Wachinger},
+}
 ```
-and
+and the paper "Combining 3D Image and Tabular Data via the Dynamic Affine Feature Map Transform"
 ```
 @inproceedings(Poelsterl2021-daft,
   title     = {{Combining 3D Image and Tabular Data via the Dynamic Affine Feature Map Transform}},
@@ -29,6 +30,7 @@ and
   doi       = {10.1007/978-3-030-87240-3_66},
 }
 ```
+If you are using this code, please cite the papers above.
 
 ## Installation