Clinical natural language processing in languages other than English: opportunities and challenges

A Névéol, H Dalianis, S Velupillai, G Savova… - Journal of biomedical …, 2018 - Springer
Background Natural language processing applied to clinical text or aimed at a clinical
outcome has been thriving in recent years. This paper offers the first broad overview of …

Semantic annotation in biomedicine: the current landscape

J Jovanović, E Bagheri - Journal of biomedical semantics, 2017 - Springer
The abundance and unstructured nature of biomedical texts, be it clinical or research
content, impose significant challenges for the effective and efficient use of information and …

A multilingual gold-standard corpus for biomedical concept recognition: the Mantra GSC

JA Kors, S Clematide, SA Akhondi… - Journal of the …, 2015 - academic.oup.com
Objective To create a multilingual gold-standard corpus for biomedical concept recognition.
Materials and methods We selected text units from different parallel corpora (Medline …

Text mining patents for biomedical knowledge

R Rodriguez-Esteban, M Bundschus - Drug discovery today, 2016 - Elsevier
Highlights•Text mining techniques can unlock the information stored in biomedical
patents.•Most research in mining such patents is limited to identifying terms.•Future …

[PDF][PDF] CLEF eHealth Evaluation Lab 2015 Task 1b: Clinical Named Entity Recognition.

A Névéol, C Grouin, X Tannier, T Hamon, L Kelly… - CLEF (Working …, 2015 - ceur-ws.org
This paper reports on Task 1b of the 2015 CLEF eHealth evaluation lab which extended the
previous information extraction tasks of ShARe/CLEF eHealth evaluation labs by …

Cross-lingual semantic annotation of biomedical literature: experiments in Spanish and English

N Perez, P Accuosto, À Bravo, M Cuadros… - …, 2020 - academic.oup.com
Motivation Biomedical literature is one of the most relevant sources of information for
knowledge mining in the field of Bioinformatics. In spite of English being the most widely …

Cross-lingual candidate search for biomedical concept normalization

R Roller, M Kittner, D Weissenborn, U Leser - arXiv preprint arXiv …, 2018 - arxiv.org
Biomedical concept normalization links concept mentions in texts to a semantically
equivalent concept in a biomedical knowledge base. This task is challenging as concepts …

What Happened in CLEF For a While?

N Ferro - International Conference of the Cross-Language …, 2019 - Springer
Abstract 2019 marks the 20^ th birthday for CLEF, an evaluation campaign activity which has
applied the Cranfield evaluation paradigm to the testing of multilingual and multimodal …

BioCreative V track 4: a shared task for the extraction of causal network information using the Biological Expression Language

F Rinaldi, TR Ellendorff, S Madan, S Clematide… - Database, 2016 - academic.oup.com
Automatic extraction of biological network information is one of the most desired and most
complex tasks in biological and medical text mining. Track 4 at BioCreative V attempts to …

What Happened in CLEF For Another While?

N Ferro - International Conference of the Cross-Language …, 2024 - Springer
Abstract 2024 marks the 25 th birthday for CLEF, an evaluation campaign activity which has
applied the Cranfield evaluation paradigm to the testing of multilingual and multimodal …