diff --git a/README.txt b/README.txt
index 8fe6f05..23b0ab0 100644
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@@ -1,15 +1,5 @@
-README - Synthetic gene expression sample generation
-
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-@@ SyntheVAEiser @@
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-  @@@@        
-   @@   ___^___   __
-   \ \_/       \_/ /
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-       \_______/
-             
+SyntheVAEiser: Synthetic gene expression sample generation
+        
 Codebase corresponding to 'Augmenting traditional ML with VAE-based gene expression sample generation for improved prediction of cancer molecular subtypes'  
 
 Data structure for input to model: