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Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume 3745 LNBI, 2005, Pages 130-136

Foreseeing promising bio-medical findings for effective applications of data mining

Bonacina, S, Masseroli, M, Pinciroli, F

Abstract

The increasing availability of automated data collection tools, data-base technologies and Information and Communication Technologies in biomedicine and health care have led to huge amounts of biomedical and healthcare data accumulated in several repositories. Unfortunately, the process of analysis of such data represents a complex task also because data volumes grow exponentially so manual analysis and interpretation become impractical. Fortunately, knowledge discovery in databases (KDD) and data mining (DM) are powerful tools available to medical and research people for help them in explore data and discover useful knowledge. To assess the spread of DM and KDD in biomedicine and health care, we designed and performed a search database of biomedical and health-care scientific literature, for the year interval 1997-2004, and analyzed the obtained results. There has been an increase of application of DM methods in literature of bio-medical informatics research most of which in bioinformatics and genomic area

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