Browsing by Author "Constantin Aliferis"
Now showing items 1-6 of 6
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Fu, Lawrence Dachen (2005-12-19)Department: Biomedical InformaticsIn biomedical and biological domains, researchers typically study continuous data sets. In these domains, an increasingly popular tool for understanding the relationship between variables is Bayesian network structure ...
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Wehbe, Firas Hazem (2011-04-16)Department: Biomedical InformaticsMolecular medicine encompasses the application of molecular biology techniques and knowledge to the prevention, diagnosis and treatment of diseases and disorders. Statistical and computational models can predict clinical ...
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Fananapazir, Nafeh (2007-07-31)Department: Biomedical InformaticsMass Spectrometry (MS) is emerging as a breakthrough mass-throughput technology believed to have powerful potential for producing clinical diagnostic and prognostic models and for identifying relevant disease biomarkers. ...
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Aphinyanaphongs, Yindalon (2007-12-28)Department: Biomedical InformaticsIn this dissertation, I explore the applicability of text categorization machine learning methods to identify clinically pertinent and evidence-based articles in the literature and web pages on the internet. In the first ...
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Fu, Lawrence Dachen (2008-12-15)Department: Biomedical InformaticsThe evaluation of the literature is an increasingly integral part of biomedical research. Clinicians, researchers, librarians, and others routinely use the literature to answer questions for clinical care and research. ...
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Brown, Laura Elizabeth (2009-12-11)Department: Biomedical InformaticsThe focus of my research was to develop several novel computational techniques for discovering informative patterns and complex relationships in biomedical data. First, an efficient, heuristic method was developed to ...