Biomedical relation extraction: from binary to complex

D Zhou, D Zhong, Y He - Computational and mathematical …, 2014 - Wiley Online Library
Biomedical relation extraction aims to uncover high‐quality relations from life science
literature with high accuracy and efficiency. Early biomedical relation extraction tasks …

Bridging semantics and syntax with graph algorithms—state-of-the-art of extracting biomedical relations

Y Luo, Ö Uzuner, P Szolovits - Briefings in bioinformatics, 2017 - academic.oup.com
Research on extracting biomedical relations has received growing attention recently, with
numerous biological and clinical applications including those in pharmacogenomics, clinical …

Discovering and visualizing indirect associations between biomedical concepts

Y Tsuruoka, M Miwa, K Hamamoto, J Tsujii… - …, 2011 - academic.oup.com
Motivation: Discovering useful associations between biomedical concepts has been one of
the main goals in biomedical text-mining, and understanding their biomedical contexts is …

EXTRACTING BIO‐MOLECULAR EVENTS FROM LITERATURE—THE BIONLP'09 SHARED TASK

JD Kim, T Ohta, S Pyysalo, Y Kano… - Computational …, 2011 - Wiley Online Library
This paper presents the preparation, results and analysis of the BioNLP'09 shared task on
event extraction, organized to address the automatic extraction of fine‐grained information …

[PDF][PDF] Fast query for large treebanks

S Ghodke, S Bird - … Technologies: The 2010 Annual Conference of …, 2010 - aclanthology.org
A variety of query systems have been developed for interrogating parsed corpora, or
treebanks. With the arrival of efficient, widecoverage parsers, it is feasible to create very …

Gender trends in engineering retention

M Jenkins, RG Keim - 34th Annual Frontiers in Education, 2004 …, 2004 - ieeexplore.ieee.org
We know that fewer women than men choose to begin college in an engineering major, but
is there a difference in the graduation rates of male and female engineering students? Is the …

Biomedical events extraction using the hidden vector state model

D Zhou, Y He - Artificial Intelligence in Medicine, 2011 - Elsevier
OBJECTIVE: Biomedical events extraction concerns about events describing changes on
the state of bio-molecules from literature. Comparing to the protein–protein interactions …

[PDF][PDF] Using SVMs with the command relation features to identify negated events in biomedical literature

F Sarafraz, G Nenadic - Proceedings of the Workshop on Negation …, 2010 - aclanthology.org
In this paper we explore the identification of negated molecular events (eg protein binding,
gene expressions, regulation, etc.) in biomedical research abstracts. We construe the …

Exploring a subgraph matching approach for extracting biological events from literature

H Liu, V Kešelj, C Blouin - Computational Intelligence, 2014 - Wiley Online Library
An important task in biological information extraction is to identify descriptions of biological
relations and events involving genes or proteins. In this work, we propose a graph‐based …

[HTML][HTML] Detecting modification of biomedical events using a deep parsing approach

A MacKinlay, D Martinez, T Baldwin - BMC medical informatics and …, 2012 - Springer
Background This work describes a system for identifying event mentions in bio-molecular
research abstracts that are either speculative (eg analysis of IkappaBalpha phosphorylation …