Disease phenotype synonymous prediction through network representation learning from PubMed database

作者：

Highlights：

• Automatically predicts synonym relation between different terminology databases.

• A new phenotype network representation method is proposed learning from PubMed.

• Performance of synonym prediction improves with combination of binary classifications.

摘要

•Automatically predicts synonym relation between different terminology databases.•A new phenotype network representation method is proposed learning from PubMed.•Performance of synonym prediction improves with combination of binary classifications.

论文关键词：Synonyms relation,Phenotype terminology,Network representation,Classification

论文评审过程：Received 25 September 2018, Revised 4 March 2019, Accepted 23 October 2019, Available online 19 November 2019, Version of Record 4 December 2019.

论文官网地址：https://doi.org/10.1016/j.artmed.2019.101745