Biomedical vocabulary alignment at scale in the UMLS metathesaurus

V Nguyen, HY Yip, O Bodenreider - Proceedings of the Web Conference …, 2021‏ - dl.acm.org
With 214 source vocabularies, the construction and maintenance process of the UMLS
(Unified Medical Language System) Metathesaurus terminology integration system is costly …

NetMe 2.0: a web-based platform for extracting and modeling knowledge from biomedical literature as a labeled graph

A Di Maria, L Bellomo, F Billeci, A Cardillo… - …, 2024‏ - academic.oup.com
Motivation The rapid increase of bio-medical literature makes it harder and harder for
scientists to keep pace with the discoveries on which they build their studies. Therefore …

A GCN-based approach to uncover misaligned synonymous terms in the UMLS Metathesaurus

X Hao, R Abeysinghe, J Shi… - AMIA Annual Symposium …, 2024‏ - pmc.ncbi.nlm.nih.gov
The Unified Medical Language System (UMLS), a large repository of biomedical
vocabularies, has been used for supporting various biomedical applications. Ensuring the …

Siamese KG-LSTM: A deep learning model for enriching UMLS Metathesaurus synonymy

TTT Tran, SV Nghiem, VT Le, TT Quan… - … on Knowledge and …, 2020‏ - ieeexplore.ieee.org
The Unified Medical Language System, or UMLS, is a repository of medical terminology
developed by the US National Library of Medicine for improving the computer system's …