2003 · 35 citations · 13 references
ComputingBiomedical InformaticsData ScienceData MiningDiagnostic RadiologyImaging InformaticsComputer-aided DiagnosisFrequent Pattern MiningMedical Image AnalysisPattern RecognitionVisual Data MiningAssociation Rule LearningAssociation Rule MiningHidden Information ModelsRule Mining
This paper presents a fast association rule mining algorithm which is suitable for medical image data sets. In particular, it assesses the feasibility of using association rule algorithms to extract hidden information from medical image data sets. In addition, we provide a flavour of our implementation environment. Finally, we show, with an example, how our proposed algorithm works to assess its suitability.
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Fast algorithms for mining association rules
Rakesh Agrawal, Ramakrishnan Srikant · 1998 · 10.8K citations
Mining frequent patterns without candidate generation
Jiawei Han, Jian Pei, Yiwen Yin · ACM SIGMOD Record · 2000 · 6.4K citations
Mining frequent patterns without candidate generation
Jiawei Han, Jian Pei, Yiwen Yin · 2000 · 3.2K citations · Full text