A rough decision to gait disturbances classification

• Autorzy: Zyguła J. , Zięba T.
• Języki publikacji: EN

Abstrakty

EN

The paper concerns the use of diagnostic measures for detection of gait disturbances for neurological pathologies identification. Project of using the PSW (Parotec System for Windows) system for detection of gait's characteristics described by the expert doctor and collected in knowledge base stored using modified Horn's rules with fuzzy linguistic notions was based on several years of experience in implementation and use of the PSW system. Linguistic notions are computed dynamically with use of diagnostic measure distribution of examined population. It makes system more friendly (isolates expert from questions which values of measures describe physiological gait), on the other hand it provides self-tuning of system during acquisition of still growing amount of measurements collected. Condition of correct pathology classification is to obtain proper description of disturbance from an expert and collection of explorations among pathological and physiological population. The best way of tuning the system is to use it for sift research. An implementation of system is currently at the final stage.

Słowa kluczowe

EN

use of computer science in medicine; automatic conclusion; expert systems; pedobarography; metrology

PL

zastosowanie informatyki w medycynie; zakończenie automatyczne; systemy ekspertowe; pedobarografia; metrologia

• Wydawca: University of Silesia, Institute of Informatics, Computer Systems Department
• Czasopismo: Journal of Medical Informatics & Technologies
• Rocznik: 2005
• Tom: Vol. 9
• Strony: 175--179
• Opis fizyczny: Bibliogr. 8 poz., rys., tab.

Twórcy

autor

Zyguła J.

• Division of Computer Systems, University of Silesia, Katowice, Poland

autor

Zięba T.

• Division of Computer Systems, University of Silesia, Katowice, Poland

Bibliografia

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• [3] SHEREFF M.J., BREGMAN A.M., KUMMER F.J.: The effect of immobilization devices on the load distribution under the foot. Clin Orthop 192, 1985, pp. 260-267.
• [4] ZYGUŁA J.: Przetwarzanie danych pomiarowych dla systemu wnioskowania o patologiach w obszarze stopy, Rozprawa doktorska (promotor J. PIECHA), Politechnika Śląska, Gliwice 1997.
• [5] KOPICERA K., PIECHA J., ZYGUŁA J.: The neural network characteristics-selection for orthopaedics diagnosis, Proc.of Int. Conference ASIS’99 Krnov sept. 1999.pp.113-118.
• [6] ZYGUŁA J.: System wnioskowania rozmytego dla patologii narządu ruchu, Journal of Medical Informatics and Technologies. MIT2000. Ustroń-Jaszowiec 2000, pp.CS57-CS64, ISBN 83-909518-2-7
• [7] ZYGUŁA J., PIECHA J., ZBROJKIEWICZ J.: Ocena zaburzeń równowagi na podstawie danych rejestrowanych w obrębie stopy, Materiały III Krajowej Konferencji Naukowej “Techniki Informatyczne w Medycynie” (ISBN 83-909518-0-0) TIM’98, Ustroń - Jaszowiec 15 - 17 X. 98r., str.BP105 - BP116.
• [8] CHANDZLIK S., PIECHA J.: The body balance measures for neurological disease estimation and classification. Journal of Medical Informatics & Technologies, Vol. 6, pp: IT-87 – IT-94, 2003.