A fuzzy derivative approach to classification of outcomes from the ADRAC database

MƏMMƏDOV  , MUSA; Saunders, G.W.; Yearwood, J.

doi:10.1111/j.1475-3995.2004.00449.x

A fuzzy derivative approach to classification of outcomes from the ADRAC database

MƏMMƏDOV M., Saunders G., Yearwood J.

International Transactions in Operational Research, vol.11, no.2, pp.169-179, 2004 (Scopus)

Nəşrin Növü: Article / Article
Cild: 11 Say: 2
Nəşr tarixi: 2004
Doi nömrəsi: 10.1111/j.1475-3995.2004.00449.x
jurnalın adı: International Transactions in Operational Research
Jurnalın baxıldığı indekslər: Scopus
Səhifə sayı: pp.169-179
Açar sözlər: Adverse drug reaction, Cardiovascular, Classification, Fuzzy sets
Açıq Arxiv Kolleksiyası: Məqalə
Adres: Bəli

Qısa məlumat

The Australian Adverse Drug Reaction Advisory Committee (ADRAC) database has been collected and maintained by the Therapeutic Goods Administration. In this paper we study a part of his database (Card2) which contains records having just reactions from the Cardiovascular group. Drug-reaction relationships are presented by a vector of degrees which shows the degree of association of a drug with each class of reactions. In this work we examine these relationships in the classification of reaction outcomes. A modified version of the fuzzy derivative method (FDM2) is used for classification. © 2004 Wiley Periodicals, Inc.