Clinical Relation Extraction

Clinical Relation Extraction is a natural language processing task that identifies and classifies semantic relationships between clinical entities within medical text, distinguishing it from general relation extraction by its focus on domain-specific biomedical or patient-related concepts and contexts.

128

Publications

7.5K

Citations

463

Authors

171

Institutions

Publications per year

2017–2026

Parents

Clinical Natural Language Processing

Publications

128

2010 i2b2/VA challenge on concepts, assertions, and relations in clinical text

Özlem Uzuner, Brett R. South, Shuying Shen et al. · Journal of the American Medical Informatics Association · 2011 · 1.3K citations · Full text

Computing, Biomedical Informatics, Computer Science +15

A large language model for electronic health records

Xi Yang, Aokun Chen, Nima PourNejatian et al. · npj Digital Medicine · 2022 · 828 citations · Full text

Computing, Computer Science, Health Informatics +15

Large language models are few-shot clinical information extractors

Monica Agrawal, Stefan Hegselmann, Hunter Lang et al. · 2022 · 297 citations · Full text

Computing, Clinical Sciences, Biomedical Text Mining +16

Machine-learned solutions for three stages of clinical information extraction: the state of the art at i2b2 2010

Berry de Bruijn, Colin Cherry, Svetlana Kiritchenko et al. · Journal of the American Medical Informatics Association · 2011 · 240 citations · Full text

Computing, Computer Science, Health Informatics +17

Automatic extraction of relations between medical concepts in clinical texts

Bryan Rink, Sanda M. Harabagiu, Kirk Roberts · Journal of the American Medical Informatics Association · 2011 · 178 citations · Full text

Computing, Computer Science, Biomedical Text Mining +16

1–5 of 128

Authors

463

JB
Jiang Bian
University of Florida, United States
8 publications · 1.3K citations
8
h-index
XY
Xi Yang
University of Florida, United States
8 publications · 1.2K citations
8
h-index
YW
Yonghui Wu
Google (United States), United States
8 publications · 1.2K citations
8
h-index
GS
Guergana Savova
Harvard University, United States
6 publications · 232 citations
6
h-index
WR
William R. Hogan
University of Florida, United States
6 publications · 1.2K citations
6
h-index

1–5 of 463

Institutions

171

1–8 of 171

Venues

Journal of the American Medical Informatics Association
JAMIA · 16 publications · 2.4K citations
15
h-index
Journal of Biomedical Informatics
9 publications · 576 citations
9
h-index
arXiv (Cornell University)
Repository · 9 publications · 337 citations
9
h-index
PubMed
Repository · 7 publications · 320 citations
8
h-index
BMC Medical Informatics and Decision Making
6 publications · 199 citations
6
h-index

1–5