Update README.md

README.md

@@ -7,27 +7,11 @@ More infomation access: https://creativecommons.org/licenses/by-nc/3.0/
 
 The files correspond to the paper:
 
-**Supporting biomedical ontology evolution by identifying outdated concepts and the required type of change.**
+**Combining semantic and lexical measures to evaluate medical terms similarity.**
 
-Journal of Biomedical Informatics. DOI:10.1016/j.jbi.2018.08.013. 
+The Thirteenth International Conference on Data Integration in the Life Sciences 2018 (DILS2018). 
 
-Available on:
-https://www.ncbi.nlm.nih.gov/pubmed/30205172
-
-or
-
-https://www.sciencedirect.com/science/article/pii/S1532046418301680?via%3Dihub
 
 # NOTE
 
-The concept codes from all terminologies were replaced by the tuple **UMLS CUI, AUI**.
-
-We recommend parsing them to the terminology code.
-
-To do so, take the CUI and the AUI when searching for the appropriate code.
-
-# Prediction
-
-The columns ```Has_evolved``` and ```generic_change``` were used as target for predicting the evolution.
-
-The column ```Version``` was used only as reference to compute the features. It must be discarded when predicting the evolution. 
\ No newline at end of file
+Some concept codes does not match with UMLS version AA. Therefore they were not considered.