Title
SIFR annotator: ontology-based semantic annotation of French biomedical text and clinical notes.
Abstract
We show the web service performs comparably to other knowledge-based annotation approaches in recognizing entities in biomedical text and reach state-of-the-art levels in clinical context detection (negation, experiencer, temporality). Additionally, the SIFR Annotator is the first openly web accessible tool to annotate and contextualize French biomedical text with ontology concepts leveraging a dictionary currently made of 28 terminologies and ontologies and 333 K concepts. The code is openly available, and we also provide a Docker packaging for easy local deployment to process sensitive (e.g., clinical) data in-house ( https://github.com/sifrproject ).
Year
DOI
Venue
2018
10.1186/s12859-018-2429-2
BMC Bioinformatics
Field
DocType
Volume
Ontology (information science),Metadata,Ontology,Annotation,Biology,Information retrieval,Open Biomedical Ontologies,Search engine indexing,Information extraction,Bioinformatics,Web service
Journal
19
Issue
ISSN
Citations 
1
1471-2105
0
PageRank 
References 
Authors
0.34
45
5
Name
Order
Citations
PageRank
Andon Tchechmedjiev1218.43
Amine Abdaoui264.83
Vincent Emonet3102.31
Stella Zevio400.34
Clement Jonquet567357.77