Temporal pattern discovery in course-of-disease data

J.C.G Ramirez; D.J Cook; L.L Peterson; D.M Peterson

doi:10.1109/51.853483

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Journal article

Temporal pattern discovery in course-of-disease data

J.C.G Ramirez, D.J Cook, L.L Peterson and D.M Peterson

IEEE engineering in medicine and biology magazine, Vol.19(4), pp.63-71

07/2000

DOI: https://doi.org/10.1109/51.853483

Handle:

https://hdl.handle.net/2376/114119

PMID: 10916734

Abstract

Databases

Acquired immune deficiency syndrome

Medical treatment

Knowledge discovery

Human immunodeficiency virus

Data mining

Diseases

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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Title: Temporal pattern discovery in course-of-disease data
Creators: J.C.G Ramirez - Intelligent Technol. Corp., Austin, TX, USA
D.J Cook
L.L Peterson
D.M Peterson
Publication Details: IEEE engineering in medicine and biology magazine, Vol.19(4), pp.63-71
Academic Unit: Electrical Engineering and Computer Science, School of
Publisher: IEEE
Identifiers: 99900547958501842
Language: English
Resource Type: Journal article

Temporal pattern discovery in course-of-disease data

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Abstract

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