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Computer aided feature extraction in the paper version of Luria's alternating series test in progressive supranuclear palsy

  • Paula Stępień
  • , Jacek Kawa
  • , Dariusz Wieczorek
  • , Magda Dąbrowska
  • , Jarosław Sławek
  • , Emilia J. Sitek
  • Silesian University of Technology
  • Medical University of Gdańsk
  • Copernicus PL Ltd.

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

4 Citations (Scopus)

Abstract

Luria’s Alternating Series Test (AST) is a popular bedside graphomotor task used to assess set-shifting both in patients with focal brain damage and with neurodegenerative disease. Several approaches to automate its assessment are available, yet they require digitizers or other electronic devices. However, archived data from the past 60 years are stored only on paper. This pilot study concerns the extraction of the features from the paper version of AST using image processing algorithms. In this study, AST data from twenty two cases with progressive supranuclear palsy are processed. Each case contains reference data (a pattern sequence drawn by the examiner) and diagnostic data (continuation of the pattern drawn by the patient). Spatial-based features as well as (novel) erosion bar charts (EBC) are extracted from the initial characters of the examiner and patient sequence. The results are evaluated to find parameters that are statistically different between the groups. The results indicate that patients typically write larger characters than examiners, yet their pen-paper pressure is smaller.

Original languageEnglish
Title of host publicationInformation Technology in Biomedicine - Proceedings 6th International Conference, ITIB’2018
EditorsEwa Pietka, Pawel Badura, Jacek Kawa, Wojciech Wieclawek
PublisherSpringer Science and Business Media Deutschland GmbH
Pages561-570
Number of pages10
ISBN (Print)9783319912103
DOIs
Publication statusPublished - 1 Jan 2019
Event6th International Conference on Information Technology in Biomedicine, ITIB 2018 - Kamien Slaski, Poland
Duration: 18 Jun 201820 Jun 2018

Publication series

NameAdvances in Intelligent Systems and Computing
Volume762
ISSN (Print)2194-5357
ISSN (Electronic)2194-5365

Conference

Conference6th International Conference on Information Technology in Biomedicine, ITIB 2018
Country/TerritoryPoland
CityKamien Slaski
Period18/06/1820/06/18

Keywords

  • Dementia
  • Luria’s test
  • Movement disorders
  • Neurodegeneration
  • Progressive supranuclear palsy
  • Writing assessment

ASJC Scopus subject areas

  • Control and Systems Engineering
  • General Computer Science

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