A fuzzy pattern recognition method to classify esophageal motility records.

Abstract:

:Analysis and classification of esophageal motility records were investigated using signal processing and fuzzy-set pattern recognition techniques. A set of parameters has been extracted from the raw records and has previously been used as characterizing features. Improvements to these procedures were obtained by extracting these features from processed data, and some additional parameters were developed. The new set of features was used in the design of a fuzzy classifier, and classification accuracy was estimated using the leave-one-out technique. To our knowledge, this is the first report of the application of automatic classification to esophageal motility records.

journal_name

Ann Biomed Eng

authors

Abou-Chadi FE,Ezzat FA,Sif el-Din AA

doi

10.1007/BF02368227

subject

Has Abstract

pub_date

1994-01-01 00:00:00

pages

112-9

issue

1

eissn

0090-6964

issn

1573-9686

journal_volume

22

pub_type

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