Cardiac State Diagnosis using Adaptive Neuro-Fuzzy Technique

N Kannathal; Sadasivan Puthusserypady; Lim Choo Min; U Rajendra Acharya; Swamy Laxminarayan

doi:10.1109/IEMBS.2005.1615304

Cardiac State Diagnosis using Adaptive Neuro-Fuzzy Technique

Conf Proc IEEE Eng Med Biol Soc. 2005:2005:3864-7. doi: 10.1109/IEMBS.2005.1615304.

Authors

N Kannathal¹, Sadasivan Puthusserypady, Lim Choo Min, U Rajendra Acharya, Swamy Laxminarayan

Affiliation

¹ Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore.

PMID: 17281074
DOI: 10.1109/IEMBS.2005.1615304

Abstract

Heart rate signals may either contain indicators of a current disease or even warnings about impending diseases. However, to manually study and pinpoint heart abnormalities in voluminous data is strenuous and time consuming. Here, an adaptive neuro-fuzzy network is used to classify heart abnormalities in ten different cardiac states and shown to be effective.