A survey of current work in biomedical text mining

AM Cohen, WR Hersh - Briefings in bioinformatics, 2005 - academic.oup.com
The volume of published biomedical research, and therefore the underlying biomedical
knowledge base, is expanding at an increasing rate. Among the tools that can aid …

[HTML][HTML] Term identification in the biomedical literature

M Krauthammer, G Nenadic - Journal of biomedical informatics, 2004 - Elsevier
Sophisticated information technologies are needed for effective data acquisition and
integration from a growing body of the biomedical literature. Successful term identification is …

Metabolomics, modelling and machine learning in systems biology–towards an understanding of the languages of cells: delivered on 3 July 2005 at the 30th FEBS …

DB Kell - The FEBS journal, 2006 - Wiley Online Library
The newly emerging field of systems biology involves a judicious interplay between high‐
throughput 'wet'experimentation, computational modelling and technology development …

Terminology and the construction of ontology

L Gillam, M Tariq, K Ahmad - … of Theoretical and Applied Issues in …, 2005 - jbe-platform.com
This paper discusses a method for corpus-driven ontology design: extracting conceptual
hierarchies from arbitrary domain-specific collections of texts. These hierarchies can form …

The BioLexicon: a large-scale terminological resource for biomedical text mining

P Thompson, J McNaught, S Montemagni… - BMC …, 2011 - Springer
Background Due to the rapidly expanding body of biomedical literature, biologists require
increasingly sophisticated and efficient systems to help them to search for relevant …

A combined approach to data mining of textual and structured data to identify cancer-related targets

P Pospisil, LK Iyer, SJ Adelstein, AI Kassis - BMC bioinformatics, 2006 - Springer
Background We present an effective, rapid, systematic data mining approach for identifying
genes or proteins related to a particular interest. A selected combination of programs …

Extraction of biological interaction networks from scientific literature

A Skusa, A Rüegg, J Köhler - Briefings in bioinformatics, 2005 - academic.oup.com
Biology can be regarded as a science of networks: interactions between various biological
entities (eg genes, proteins, metabolites) on different levels (eg gene regulation, cell …

Ontology-driven discourse analysis for information extraction

P Cimiano, U Reyle, J Šarić - Data & Knowledge Engineering, 2005 - Elsevier
This paper presents a novel approach to discourse analysis within information extraction
systems. It makes use of DRT as formal representation of the linguistic context as well as of a …

[PDF][PDF] Lexical, terminological and ontological resources for biological text mining

O Bodenreider - Text mining for biology and biomedicine, 2006 - Citeseer
Biomedical terminologies and ontologies are frequently described as enabling resources in
text mining systems [1–3]. These resources are used to support tasks such as entity …

Mining protein function from text using term-based support vector machines

SB Rice, G Nenadic, BJ Stapley - BMC bioinformatics, 2005 - Springer
Background Text mining has spurred huge interest in the domain of biology. The goal of the
BioCreAtIvE exercise was to evaluate the performance of current text mining systems. We …