diff --git a/README.md b/README.md
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+++ b/README.md
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 Deep Automated Segmentation of the Hippocampus in 3/thRee dimensions (pronounced dasher)
 
+[![Github All Releases](https://img.shields.io/github/downloads/DASH3R/DASH3R/total.svg)]()
+
+
 *DASH3R* is a CNN-based segmentation technique of the whole hippocampus
 using MRI images from BrainLab.
 It can deal with brains with extensive atrophy and segments the hippocampi in seconds.
diff --git a/docs/before_install.md b/docs/before_install.md
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 # Before installing DASH3R
 
 ## Acknowledging this work
-If you wish to include results generated by DASH3R in a publication, please include a line such as the following to acknowledge the work of our developers
+If you wish to include results generated by DASH3R in a publication, please include a line such as the following:
+
+* Whole hippocampal segmentation was performing using the DASH3R algorithm ([dash3r.readthedocs.io](dash3r.readthedocs.io)) based on a convolutional neural network.
+
+## Reference
+
+* Paper in preparation
 
-* Processing was performed using the hippocampal segmentation technique known as DASH3R ([dash3r.readthedocs.io](dash3r.readthedocs.io))
 
 ## Warranty