An Artificial Immune Network Based Algorithm for Diabetes Diagnosis

Author(s): Lingxi Peng, Tao Li, Xiaojie Liu, Caiming Liu, Jinquan Zeng, Jian Zhang

Journal Name: Protein & Peptide Letters

Volume 15 , Issue 5 , 2008

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Abstract:

A novel artificial immune network based algorithm for the diagnosis of diabetes is presented. The algorithms implementation includes: (1) creating the initial immune antibody network; (2) the network is evolved with the learning from foreign antigens; (3) diagnosis process is accomplished by majority vote of the k nearest neighbor antibodies.

Keywords: Diabetes disease, artificial immune network, medical diagnosis

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Article Details

VOLUME: 15
ISSUE: 5
Year: 2008
Page: [484 - 487]
Pages: 4
DOI: 10.2174/092986608784567591
Price: $65

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