Mapping scientific landscapes in UMLS research: a scientometric review

MC Kim, S Nam, F Wang, Y Zhu - Journal of the American …, 2020 - academic.oup.com
… in biomedicine. The present study aims to 1) survey historical footprints, emerging
technologies, and the existing challenges in the use of UMLS resources and tools, and 2) …

[HTML][HTML] Understanding the research landscape of deep learning in biomedical science: Scientometric analysis

S Nam, D Kim, W Jung, Y Zhu - Journal of medical Internet research, 2022 - jmir.org
landscape of deep learning research in biomedicinebiomedical research problems. We
expect the results of this study to help researchers and communities better align their present

[PDF][PDF] Towards Semantic Integration for Explainable Artificial Intelligence in the Biomedical Domain.

C Pesquita - HEALTHINF, 2021 - pdfs.semanticscholar.org
… on the semantic annotation and integration of heterogenous data into a common semantic
landscape that supports semanticSemantic annotation in biomedicine: the current landscape. …

Semantic information retrieval on medical texts: Research challenges, survey, and open issues

L Tamine, L Goeuriot - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
… view of the current landscape of neural approaches of semantic search research in the …
semantic annotation is an enriched text, which serves as the essential basis of any semantic

Beyond MeSH: Fine-grained semantic indexing of biomedical literature based on weak supervision

A Nentidis, A Krithara, G Tsoumakas… - Information Processing & …, 2020 - Elsevier
… of the fine-grained semantic indexing within the landscape of … questions motivating this work
and present the adopted approach. In … As golden fine-grained semantic annotations are not …

The landscape of biomedical research

R González-Márquez, L Schmidt, BM Schmidt… - Patterns, 2024 - cell.com
… Furthermore, we present an interactive website that allows … To annotate our atlas, we chose
a set of 38 labels covering basic life … this fraction to be representative of the whole landscape. …

Enhancing Biomedical Semantic Annotations through a Knowledge Graph-Based Approach

A Abbas, M Khalid, S Chalarca, F Keshtkar… - The International …, 2023 - par.nsf.gov
biomedicine, which assert to cover all biomedical subdomains, and b) use case-specific
annotators for biomedicine… Bagheri, “Semantic annotation in biomedicine: the current landscape,…

Semantic annotation of clinical questionnaires to support personalized medicine

AMC Gonçalves - 2022 - repositorio.ul.pt
… contained in the ontologies present in the BioPortal and UMLS methasaurus repositories;
for this reason has considerable importance in the biomedical field, being an annotator used …

[PDF][PDF] Evaluating Cross-lingual Semantic Annotation for Medical Forms.

YC Lin, V Christen, A Groß, T Kirsten, SD Cardoso… - HEALTHINF, 2020 - scitepress.org
… Such ontology-based semantic annotations can improve the … in health care practice and
biomedical research. However, due … Semantic annotation in biomedicine: the current landscape. …

Enhancing health-care data integration via automated semantic mapping

J Clunis - The Electronic Library, 2023 - emerald.com
semantic annotation of COVID-19-related clinical documents. It demonstrates the utility of a
hybrid mapping approach integrated with annotation … to the changing landscape of data and …