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Temporal pattern discovery in course-of-disease data

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4 Author(s)
Ramirez, J.C.G. ; Intelligent Technol. Corp., Austin, TX, USA ; Cook, D.J. ; Peterson, L.L. ; Peterson, D.M.

Describes a system that utilizes event-set sequencing for knowledge discovery within a database of human immunodeficiency virus (HIV) patients. The authors use the development of their temporal pattern discovery system (TEMPADIS) to help understand the overall process of knowledge discovery in a medical database environment. Results are presented for a database of HIV patients. The authors discuss the overall process of knowledge discovery including data cleaning and preprocessing, data reduction and projection, and matching goals to a particular data mining method

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Engineering in Medicine and Biology Magazine, IEEE  (Volume:19 ,  Issue: 4 )