MedGraph: A semantic biomedical information retrieval framework using knowledge graph embedding for PubMed

Here we study the semantic search and retrieval problem in biomedical digital libraries. First, we introduce MedGraph, a knowledge graph embedding-based method that provides semantic relevance retrieval and ranking for the biomedical literature indexed in PubMed. Second, we evaluate our approach usi...

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Bibliographic Details
Main Author: Islam Akef Ebeid
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-10-01
Series:Frontiers in Big Data
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2022.965619/full