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Data mining

Enhancing Adverse Drug Event Detection in Electronic Health Records Using Molecular Structure Similarity: Application to Pancreatitis

Santiago Vilar, Rave Harpaz, [ ... ], Carol Friedman

Exploration of the Association Rules Mining Technique for the Signal Detection of Adverse Drug Events in Spontaneous Reporting Systems

Chao Wang, Xiao-Jing Guo, [ ... ], Jia He

Using Rule-Based Machine Learning for Candidate Disease Gene Prioritization and Sample Classification of Cancer Gene Expression Data

Enrico Glaab, Jaume Bacardit, Jonathan M. Garibaldi, Natalio Krasnogor

arrayMap: A Reference Resource for Genomic Copy Number Imbalances in Human Malignancies

Haoyang Cai, Nitin Kumar, Michael Baudis

High-Order SNP Combinations Associated with Complex Diseases: Efficient Discovery, Statistical Power and Functional Interactions

Gang Fang, Majda Haznadar, [ ... ], Vipin Kumar

Comprehensive Decision Tree Models in Bioinformatics

Gregor Stiglic, Simon Kocbek, Igor Pernek, Peter Kokol

Mining Relational Paths in Integrated Biomedical Data

Bing He, Jie Tang, [ ... ], David J. Wild

Gut Microbiome Metagenomics Analysis Suggests a Functional Model for the Development of Autoimmunity for Type 1 Diabetes

Christopher T. Brown, Austin G. Davis-Richardson, [ ... ], Eric W. Triplett

An Interaction Network Predicted from Public Data as a Discovery Tool: Application to the Hsp90 Molecular Chaperone Machine

Pablo C. Echeverría, Andreas Bernthaler, [ ... ], Didier Picard

pubmed2ensembl: A Resource for Mining the Biological Literature on Genes

Joachim Baran, Martin Gerner, [ ... ], Casey M. Bergman

Novel Nucleotide and Amino Acid Covariation between the 5′UTR and the NS2/NS3 Proteins of Hepatitis C Virus: Bioinformatic and Functional Analyses

Hung-Yu Sun, Nai-Ying Ou, [ ... ], Kung-Chia Young

An Exhaustive, Non-Euclidean, Non-Parametric Data Mining Tool for Unraveling the Complexity of Biological Systems – Novel Insights into Malaria

Cheikh Loucoubar, Richard Paul, [ ... ], Jean-François Bureau

Application of Frequent Itemsets Mining to Analyze Patterns of One-Stop Visits in Taiwan

Chun-Yi Tu, Tzeng-Ji Chen, Li-Fang Chou

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