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JCR Impact Factor: 0.459
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Issues per year: 4
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Stefan cel Mare
University of Suceava
Faculty of Electrical Engineering and
Computer Science
13, Universitatii Street
Suceava - 720229

Print ISSN: 1582-7445
Online ISSN: 1844-7600
WorldCat: 644266260
doi: 10.4316/AECE


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ABC Algorithm based Fuzzy Modeling of Optical Glucose Detection, SARACOGLU, O. G., BAGIS, A., KONAR, M., TABARU, T. E.
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  1/2013 - 7

Parkinson's disease Assessment using Fuzzy Expert System and Nonlinear Dynamics

GEMAN, O. See more information about GEMAN, O. on SCOPUS See more information about GEMAN, O. on IEEExplore See more information about GEMAN, O. on Web of Science, TURCU, C. O. See more information about  TURCU, C. O. on SCOPUS See more information about  TURCU, C. O. on SCOPUS See more information about TURCU, C. O. on Web of Science, GRAUR, A. See more information about GRAUR, A. on SCOPUS See more information about GRAUR, A. on SCOPUS See more information about GRAUR, A. on Web of Science
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Download PDF pdficon (719 KB) | Citation | Downloads: 530 | Views: 2,508

Author keywords
Parkinson's disease, assessment, tremor symptom, fuzzy, expert systems, nonlinear dynamics

References keywords
fuzzy(12), tremor(10), parkinson(9), disease(8), analysis(7), system(5), geman(5), teodorescu(4), systems(4), signal(4)
Blue keywords are present in both the references section and the paper title.

About this article
Date of Publication: 2013-02-28
Volume 13, Issue 1, Year 2013, On page(s): 41 - 46
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2013.01007
Web of Science Accession Number: 000315768300007
SCOPUS ID: 84875335626

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This paper proposes a new screening system for quantitative evaluation and analysis, designed for the early stage detection of Parkinson disease. This has been carried out in the view of improving the diagnosis currently established upon a basis of subjective scores. Parkinsons disease (PD) appears as a result of dopamine loss, a chemical mediator that is responsible for the bodys ability to control movements. The symptoms reflect the loss of nerve cells, due to an unknown. The input parameters of the system are represented by amplitude, frequency, the spectral characteristic and trembling localization. The main symptoms include trembling of hand, arms, movement difficulties, postural instability, disturbance of coordination and equilibrium, sleep disturbance, difficulties in speaking, reducing of voice volume. The medical knowledge in PD field is characterized by imprecision, uncertainty and vagueness. The proposed system (fuzzy expert systems) is non-invasive and, easy to use by both physicians and patients at home.

References | Cited By  «-- Click to see who has cited this paper

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[8] Costin H., Rotariu C., "Tremor assessment by means of handscript analysis and fuzzy logic", Biomedical Softcomputing & Human Sciences Journal, Vol. 7, No.1, pp. 39-45, Japan, 2001.

[9] Neshat M., Yaglobi, M. "Designing a Fuzzy Expert System of Diagnosing the Hepatitis B Intensity Rate and Comparing it with Adaptive Neural Network Fuzzy System", Proceedings of the World Congress on Engineering and Computer Science, San Francisco, USA, Vol. II:346-352, ISBN:978-988-18210-2-7, 2009.

[10] Saritas I., Allahverdi N., Unal Sert I., "A Fuzzy Expert System Design for Diagnosis of Prostate Cancer", International Conference on Computer Systems and Technologies - COMPSYSTECH'2003, pp. 1202-1219, 2003.

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[12] Plamena A., Ognyan M., "Fuzzy Multi-Criteria Decision Making Method for Diagnostic Selection", ECAI 2005 - International Conference, Electronics, Computers and Artificial Intelligence, Romania, pp. 398-403, 2005.

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[18] Marimorita M., Iizuka T., Takeuchi A., Shirataka M., Ikeda N., "Development of a System for Measurement and Analysis of Tremor Using a Three-axis Accelerometer", Methods Inf. Med., Vol. 6, pp. 589-594, 2009.
[CrossRef] [PubMed] [Web of Science Times Cited 19] [SCOPUS Times Cited 27]

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[25] Schipor O., Pentiuc G., Schipor D., "Toward Automatic Recognition of Children's Affective State Using Physiological Parameters and Fuzzy Model of Emotions", Advances in Electrical and Computer Engineering, Volume 12, No. 2, pp. 47 - 50, ISSN: 1582-7445, e-ISSN: 1844-7600,
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[CrossRef] [Full Text] [Web of Science Times Cited 4] [SCOPUS Times Cited 6]

References Weight

Web of Science® Citations for all references: 1,184 TCR
SCOPUS® Citations for all references: 2,284 TCR

Web of Science® Average Citations per reference: 42 ACR
SCOPUS® Average Citations per reference: 82 ACR

TCR = Total Citations for References / ACR = Average Citations per Reference

We introduced in 2010 - for the first time in scientific publishing, the term "References Weight", as a quantitative indication of the quality ... Read more

Citations for references updated on 2016-12-06 00:54 in 56 seconds.

Note1: Web of Science® is a registered trademark of Thomson Reuters.
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Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania

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