Combining temporal abstraction and data mining to study hepatitis

This paper introduces a framework and results of analyzing the hepatitis data with combination of temporal abstraction and data mining methods. In particular, we developed a novel temporal abstraction technique for temporal data irregularly collected in a long period suitable for hepatitis data, and we applied mining methods to data abstracted by the temporal abstraction method. Carefully evaluated results were judged interesting by medical experts.