Protein & Peptide Letters

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

DOI: 10.2174/092986608784567591

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An Artificial Immune Network Based Algorithm for Diabetes Diagnosis

Page: [484 - 487] Pages: 4

  • * (Excluding Mailing and Handling)

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