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In this work we propose a novel approach for semantics-based cross-domain recommendation for research collaboration. First, we construct a large network representing authors, their expertize, current collaborations, and biomedical knowledge in general. We constructed the network from the bibliographic database MEDLINE and from semantic relations extracted from MEDLINE with the SemRep natural language...
Drug repositioning is one of emerging approaches dedicated to find alternative usages of existing drugs efficiently and economically, especially with the advance in computational technology. The current progress made for computational drug repositioning is primarily focusing on informatics approach development/improvement or exploration on different type of data in order to identify possible drug...
A huge amount of association relationships among biological entities (e.g., diseases, drugs, and genes) are scattered in biomedicai literature. How to extract and analyze such heterogeneous data still remains a challenging task for most researchers in the biomedicai field. Natural language processing (NLP) has the potential in extracting associations among biological entities from literature. However,...
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