PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

SalaboMiner - A Biomedical Literature Mining Tool for Inferring the Genetics of Complex Diseases
Leonor Rib, Ricard Gavaldà, José Manuel Soria and Alfonso Buil, ed. (2011) BIOSTEC Conference series Proceedings . SciTEPress , Rome, Italy . ISBN 978-989-8425-36-2

Abstract

We present SalamboMiner, a tool designed to discover relationships among genes, proteins and diseases from abstracts in the Pubmed database. SalamboMiner identifies relevant concepts included in biomedical articles by means of Biological Entities Recognition. The co-citation of these concepts gives a significance of the relationship between pairs of concepts. Moreover, by using a Bayesian network we can infer relationships between those concepts that are not co-cited.

EPrint Type:Book
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Computational, Information-Theoretic Learning with Statistics
Information Retrieval & Textual Information Access
ID Code:9063
Deposited By:Ricard Gavaldà
Deposited On:21 February 2012