Knowledge Discovery and Visualization of UMLS Based on Complex Network Analysis

Author:

Jayan Karan R.,Harikumar Sandhya

Publisher

Springer Nature Singapore

Reference17 articles.

1. Bodenreider O (2004) The unified medical language system (UMLS): integrating biomedical terminology. Nucleic Acids Res 1:32(Database issue):D267-70

2. Maldonado R, Yetisgen M, Harabagiu SM (2019) Adversarial learning of knowledge embeddings for the unified medical language system. AMIA Jt Summits Transl Sci Proc 6(2019):543–552

3. Yoon BH, Kim SK, Kim SY (2017) Use of graph database for the integration of heterogeneous biological data. Genom Inform 15(1):19–27

4. Lan Y, He S, Liu K et al (2021) Path-based knowledge reasoning with textual semantic information for medical knowledge graph completion. BMC Med Inform Decis Mak 21(Suppl 9):335

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