Long term biosignals visualization and processing

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

5 Citations (Scopus)

Abstract

Long term acquisitions of biosignals are an important source of information about the patients' state and its evolution, but involves managing very large datasets, which make signal visualization and processing a complex task. To overcome these problems, we introduce a new data structure to manage long term biosignals. A fast and non-specific multilevel biosignal visualization tool based on the concept of subsampling is presented, with focus on the representative signal parameters (mean, maximum, minimum and standard deviation error). The visualization tool enables an overview of the entire signal and a more detailed visualization in specific parts which we want to highlight. The "Split and Merge" concept is exposed for long term biosig-nals processing. A processing tool (ECG peak detection) was adapted for long term biosignals. Several long term biosignals were used to test the developed algorithms. The visualization tool has proven to be faster than the standard methods and the developed processing algorithm detected the peaks of long term ECG signals fast and efficiently. The non-specific character of the new data structure and visualization tool, and the speed improvement in signal processing introduced by these algorithms makes them useful tools for long term biosignals visualization and processing.

Original languageEnglish
Title of host publicationBIOSIGNALS 2012 - Proceedings of the International Conference on Bio-inspired Systems and Signal Processing
Pages402-405
Number of pages4
Publication statusPublished - 2012
EventInternational Conference on Bio-inspired Systems and Signal Processing, BIOSIGNALS 2012 - Vilamoura, Algarve, Portugal
Duration: 1 Feb 20124 Feb 2012

Conference

ConferenceInternational Conference on Bio-inspired Systems and Signal Processing, BIOSIGNALS 2012
Country/TerritoryPortugal
CityVilamoura, Algarve
Period1/02/124/02/12

Keywords

  • Biosignal
  • Data structure
  • Long term monitoring
  • Signal processing

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