Feature subset selection for blood pressure classification using orthogonal forward selection

S. Colak, C. Isik

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Scopus citations

Abstract

Systolic and diastolic pressures are used to define cardiac related health in general medicine. In our present work, we investigate blood pressure classification based on pressure waveforms using a relatively large non-invasively collected database. Feature selection is required to reduce redundant features in the data set for a better classification. Therefore, a selection method based on an orthogonal transform is used.

Original languageEnglish (US)
Title of host publicationProceedings of the IEEE 29th Annual Northeast Bioengineering Conference
EditorsStanley Reisman, Richard Foulds, Bruno Mantilla
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages122-123
Number of pages2
ISBN (Electronic)0780377672
DOIs
StatePublished - Jan 1 2003
Event29th IEEE Annual Northeast Bioengineering Conference, NEBC 2003 - Newark, United States
Duration: Mar 22 2003Mar 23 2003

Publication series

NameProceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC
Volume2003-January
ISSN (Print)1071-121X
ISSN (Electronic)2160-7001

Other

Other29th IEEE Annual Northeast Bioengineering Conference, NEBC 2003
CountryUnited States
CityNewark
Period3/22/033/23/03

Keywords

  • Blood pressure
  • Computer science
  • Covariance matrix
  • Extraterrestrial measurements
  • Feature extraction
  • Hypertension
  • Matrix decomposition
  • Space technology
  • Spatial databases
  • Testing

ASJC Scopus subject areas

  • Bioengineering

Fingerprint Dive into the research topics of 'Feature subset selection for blood pressure classification using orthogonal forward selection'. Together they form a unique fingerprint.

  • Cite this

    Colak, S., & Isik, C. (2003). Feature subset selection for blood pressure classification using orthogonal forward selection. In S. Reisman, R. Foulds, & B. Mantilla (Eds.), Proceedings of the IEEE 29th Annual Northeast Bioengineering Conference (pp. 122-123). [1216022] (Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC; Vol. 2003-January). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/NEBC.2003.1216022