Information retrieval and text mining technologies for chemistry

M Krallinger, O Rabal, A Lourenco, J Oyarzabal… - Chemical …, 2017 - ACS Publications
Efficient access to chemical information contained in scientific literature, patents, technical
reports, or the web is a pressing need shared by researchers and patent attorneys from …

Representation of chemical structures

WA Warr - Wiley Interdisciplinary Reviews: Computational …, 2011 - Wiley Online Library
At the root of applications for substructure and similarity searching, reaction retrieval,
synthesis planning, drug discovery, and physicochemical property prediction is the need for …

Biomedical ontologies in action: role in knowledge management, data integration and decision support

O Bodenreider - Yearbook of medical informatics, 2008 - thieme-connect.com
Objectives To provide typical examples of biomedical ontologies in action, emphasizing the
role played by biomedical ontologies in knowledge management, data integration and …

Knowlife: a versatile approach for constructing a large knowledge graph for biomedical sciences

P Ernst, A Siu, G Weikum - BMC bioinformatics, 2015 - Springer
Background Biomedical knowledge bases (KB's) have become important assets in life
sciences. Prior work on KB construction has three major limitations. First, most biomedical …

A dictionary to identify small molecules and drugs in free text

KM Hettne, RH Stierum, MJ Schuemie… - …, 2009 - academic.oup.com
Motivation: From the scientific community, a lot of effort has been spent on the correct
identification of gene and protein names in text, while less effort has been spent on the …

[HTML][HTML] Using a shallow linguistic kernel for drug–drug interaction extraction

I Segura-Bedmar, P Martinez… - Journal of biomedical …, 2011 - Elsevier
A drug–drug interaction (DDI) occurs when one drug influences the level or activity of
another drug. Information Extraction (IE) techniques can provide health care professionals …

Detection of IUPAC and IUPAC-like chemical names

R Klinger, C Kolářik, J Fluck, M Hofmann-Apitius… - …, 2008 - academic.oup.com
Motivation: Chemical compounds like small signal molecules or other biological active
chemical substances are an important entity class in life science publications and patents …

Annotated chemical patent corpus: a gold standard for text mining

SA Akhondi, AG Klenner, C Tyrchan, AK Manchala… - PloS one, 2014 - journals.plos.org
Exploring the chemical and biological space covered by patent applications is crucial in
early-stage medicinal chemistry activities. Patent analysis can provide understanding of …

Recent progress in automatically extracting information from the pharmacogenomic literature

Y Garten, A Coulet, RB Altman - Pharmacogenomics, 2010 - Taylor & Francis
The biomedical literature holds our understanding of pharmacogenomics, but it is dispersed
across many journals. In order to integrate our knowledge, connect important facts across …

Drug name recognition: approaches and resources

S Liu, B Tang, Q Chen, X Wang - Information, 2015 - mdpi.com
Drug name recognition (DNR), which seeks to recognize drug mentions in unstructured
medical texts and classify them into pre-defined categories, is a fundamental task of medical …