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Duration: 01.01.2018 — 30.06.2021
Funding resources
Czech Science Foundation - Standardní projekty
- whole funder (2018-02-13 - not assigned)
On the project
Vývojová dysgrafie (DD), vyskytující se u 10–30% dětí školního věku, je porucha nebo obtížnost produkce psaného jazyka, která souvisí s mechanikou psaní. Diagnóza a/nebo hodnocení DD vyžaduje komplexní vyšetření zahrnující analýzu grafomotorických dovedností a kognitivních schopností. Doposud se tyto analýzy provádí především subjektivně. V rámci tohoto multidisciplinárního projektu navrhneme objektivní počítačovou metodu analýzy paměťových a vizuoprostorových schopností, budeme zkoumat pokročilé metody digitální parametrizace grafomotorických dovedností, a navrhneme novou komplexní škálu hodnocení DD (DD-RS), založenou na kvantitativní analýze písma/kresby. Nakonec využijeme matematického modelování a navrhneme systém, který bude hodnotit DD na základě nové škály automaticky.
Description in EnglishDevelopmental dysgraphia (DD), being observed among 10–30% of school-aged children, is a disturbance or difficulty in the production of written language that has to do with the mechanics of writing. Diagnosis and/or rating of DD requires a complex examination including graphomotorical skills and cognitive abilities analysis. Until now, these analyses have been performed mainly subjectively. In the frame of this multidisciplinary project, we are going to propose an objective computerized methodology of memory and visuospatial ability analysis, we are going to research advanced digital graphomotorical skills parameterization, and to propose a new complex DD rating scale (DD-RS) based on the quantitative handwriting/drawing analysis. Finally, we are going to employ the mathematical modelling methods in order to design a system that will rate DD based on the newly proposed scale automatically. Results will be continuously published in journals with impact factor (4 articles), in Czech peer-reviewed journals (4 articles), in conference proceedings (6 papers), and finally in a monograph.
Keywordsvývojová dysgrafie, online, písmo, kresba, grafomotorika, kognitivní schopnosti, diagnóza, hodnocení, škála, kvantitativní analýza, parametrizace, matematické modelování
Key words in Englishdevelopmental dysgraphia, online, handwriting, drawing, graphomotorics, cognitive abilities, diagnosis, rating, scale, quantitative analysis, parameterization, mathematical modelling
Mark
GA18-16835S
Default language
Czech
People responsible
Galáž Zoltán, Ing., Ph.D. - fellow researcherZvončák Vojtěch, Ing., Ph.D. - fellow researcherMekyska Jiří, doc. Ing., Ph.D. - principal person responsible
Units
Department of Telecommunications- (2017-03-28 - not assigned)
Results
ZVONČÁK, V.; ŠAFÁROVÁ, K.; MEKYSKA, J.; MUCHA, J.; KISKA, T.; LOSENICKÁ, B.; ČECHOVÁ, B.; FRANCOVÁ, P.; SMÉKAL, Z. Automatizovaná diagnóza vývojové dysgrafie založená na kvantitativní analýze online písma. Elektrorevue - Internetový časopis (http://www.elektrorevue.cz), 2018, roč. 20, č. 2, s. 1-6. ISSN: 1213-1539.Detail
GAVENČIAK, M.; ZVONČÁK, V.; MEKYSKA, J.; ŠAFÁROVÁ, K.; ČUNEK, L.; TOMÁŠ, U.; MARIE HAVIGEROVÁ, J.; BEDNÁŘOVÁ, J.; GALÁŽ, Z.; MUCHA, J. Exploring the Contribution of Isochrony-based Features to Computerized Assessment of Handwriting Disabilities. In 2022 45th International Conference on Telecommunications and Signal Processing (TSP). IEEE, 2022. p. 355-359. ISBN: 978-1-6654-6948-7.Detail
MUCHA, J.; ZVONČÁK, V.; GALÁŽ, Z.; MEKYSKA, J.; KISKA, T.; SMÉKAL, Z.; FAÚNDEZ ZANUY, M.; BRABENEC, L.; REKTOROVÁ, I.; LOPEZ-DE-IPINA, K. Fractional Derivatives of Online Handwriting: a New Approach of Parkinsonic Dysgraphia Analysis. In 41st International Conference on Telecommunications and Signal Processing (TSP). Atény, Řecko: 2018. p. 214-217. ISBN: 978-1-5386-4695-3.Detail
ŠAFÁROVÁ, K.; MEKYSKA, J.; ZVONČÁK, V. Developmental Dysgraphia: A New Approach to Diagnosis. International Journal of Assessment and Evaluation, 2021, vol. 28, no. 1, p. 143-160. ISSN: 2327-7920.Detail
GAVENČIAK, M. Poloautomatická segmentace online písma. Proceedings of the 25st conference STUDENT EEICT 2019. Brno: Vysoké učení technické v brně, fakulta elektrotechniky a komunikačních technologií, 2019. s. 54-57. ISBN: 978-80-214-5735-5.Detail
MUCHA, J.; MEKYSKA, J.; GALÁŽ, Z.; FAUNDEZ-ZANUY, M; ZVONČÁK, V.; ŠAFÁROVÁ, K.; URBÁNEK, T.; HAVIGEROVÁ, J.M.; BEDNÁROVÁ, J.; SMÉKAL, Z. Analysis of Various Fractional Order Derivatives Approaches in Assessment of Graphomotor Difficulties. IEEE Access, 2020, vol. 8, no. 1, p. 218234-218244. ISSN: 2169-3536.Detail
GALÁŽ, Z.; MUCHA, J.; ZVONČÁK, V.; MEKYSKA, J.; SMÉKAL, Z.; ŠAFÁROVÁ, K.; ONDRÁČKOVÁ, A.; URBÁNEK, T.; HAVIGEROVÁ, J.M.; BEDNÁROVÁ, J.; FAUNDEZ-ZANUY, M. Advanced Parametrization of Graphomotor Difficulties in School-Aged Children. IEEE Access, 2020, vol. 8, no. 1, p. 112883-112897. ISSN: 2169-3536.Detail
ŠAFÁROVÁ, K.; MEKYSKA, J.; ZVONČÁK, V.; GALÁŽ, Z.; FRANCOVÁ, P.; ČECHOVÁ, B.; LOSENICKÁ, B.; SMÉKAL, Z.; URBÁNEK, T.; HAVIGEROVÁ, J.M.; ROSENBLUM, S. Psychometric Properties of Screening Questionnaires for Children With Handwriting Issues. Frontiers in Psychology, 2020, vol. 10, no. 2937, p. 1-12. ISSN: 1664-1078.Detail
MUCHA, J.; MEKYSKA, J.; FAÚNDEZ ZANUY, M.; LOPEZ-DE-IPINA, K.; ZVONČÁK, V.; GALÁŽ, Z.; KISKA, T.; SMÉKAL, Z.; BRABENEC, L.; REKTOROVÁ, I. Advanced Parkinson's Disease Dysgraphia Analysis Based on Fractional Derivatives of Online Handwriting. In 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). International Congress on Ultra Modern Telecommunications and Control Systems and Workshops. Moskva, Rusko: 2018. p. 77-82. ISBN: 978-1-5386-9361-2. ISSN: 2157-023X.Detail
ZVONČÁK, V.; MEKYSKA, J.; ŠAFÁROVÁ, K.; GALÁŽ, Z.; MUCHA, J.; KISKA, T.; SMÉKAL, Z.; LOSENICKÁ, B.; ČECHOVÁ, B.; FRANCOVÁ, P.; FAUNDEZ-ZANUY, M.; ROSENBLUM, S. Effect of Stroke-level Intra-writer Normalization on Computerized Assessment of Developmental Dysgraphia. In 10th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Moskva, Rusko: 2018. p. 233-237. ISBN: 978-1-5386-9360-5.Detail
MUCHA, J.; MEKYSKA, J.; GALÁŽ, Z.; FAÚNDEZ ZANUY, M.; LOPEZ-DE-IPINA, K.; ZVONČÁK, V.; KISKA, T.; SMÉKAL, Z.; BRABENEC, L.; REKTOROVÁ, I. Identification and Monitoring of Parkinson’s Disease Dysgraphia Based on Fractional-Order Derivatives of Online Handwriting. Applied Sciences - Basel, 2019, vol. 8, no. 12, p. 1-18. ISSN: 2076-3417.Detail
ZVONČÁK, V.; MEKYSKA, J.; ŠAFÁROVÁ, K.; MUCHA, J.; KISKA, T.; LOSENICKÁ, B.; ČECHOVÁ, B.; FRANCOVÁ, P.; SMÉKAL, Z. Vliv intra-writer normalizace na diagnózu vývojové dysgrafie založené na kvantitativní analýze online písma. Elektrorevue - Internetový časopis (http://www.elektrorevue.cz), 2019, roč. 20, č. 6, s. 1-5. ISSN: 1213-1539.Detail
MUCHA, J.; MEKYSKA, J.; FAÚNDEZ ZANUY, M.; SANZ-CARTAGENA, M.; GALÁŽ, Z.; ZVONČÁK, V.; KISKA, T.; SMÉKAL, Z.; LOPEZ-DE-IPINA, K.; REKTOROVÁ, I. Advanced Analysis of Online Handwriting in a Multilingual Cohort of Patients with Parkinson's Disease. In Advances in Signal Processing and Artificial Intelligence: Proceedings of the 1st International Conference on Advances in Signal Processing and Artificial Intelligence. 1. Barcelona, Spain: International Frequency Sensor Association (IFSA) Publishing, S. L., 2019. p. 144-147. ISBN: 978-84-09-10127-6.Detail
ZVONČÁK, V.; MEKYSKA, J.; ŠAFÁROVÁ, K.; SMÉKAL, Z.; BREZANY, P. New Approach of Dysgraphic Handwriting Analysis Based on the Tunable Q-Factor Wavelet Transform. In 2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO). Opatja, Chorvatsko: 2019. p. 289-294. ISBN: 978-953-233-098-4.Detail
MUCHA, J.; FAÚNDEZ ZANUY, M.; MEKYSKA, J.; ZVONČÁK, V.; GALÁŽ, Z.; KISKA, T.; SMÉKAL, Z.; BRABENEC, L.; REKTOROVÁ, I.; LOPEZ-DE-IPINA, K. Analysis of Parkinson’s Disease Dysgraphia Based on Optimized Fractional Order Derivative Features. In 2019 27th European Signal Processing Conference (EUSIPCO). 18th European Signal Processing Conference (EUSIPCO-2010). New York: IEEE, 2019. p. 1-5. ISBN: 978-9-0827-9703-9. ISSN: 2076-1465.Detail
ZVONČÁK, V.; MUCHA, J.; GALÁŽ, Z.; MEKYSKA, J.; ŠAFÁROVÁ, K.; FAÚNDEZ ZANUY, M.; SMÉKAL, Z. Fractional Order Derivatives Evaluation in Computerized Assessment of Handwriting Difficulties in School-aged Children. In 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). 2019. p. 210-215. ISBN: 978-1-7281-5764-1.Detail
MEKYSKA, J.; GALÁŽ, Z.; ŠAFÁROVÁ, K.; ZVONČÁK, V.; MUCHA, J.; SMÉKAL, Z.; ONDRÁČKOVÁ, A.; URBÁNEK, T.; HAVIGEROVÁ, J.M.; BEDNÁŘOVÁ, J.; FAÚNDEZ ZANUY, M. Computerised Assessment of Graphomotor Difficulties in a Cohort of School-aged Children. In 2019 11th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT). Dublin, Irsko: 2019. p. 1-6. ISBN: 978-1-7281-5763-4.Detail
ZVONČÁK, V.; MEKYSKA, J.; GALÁŽ, Z.; MUCHA, J.: Labeling software for online handwriting (LSOW); Labeling software for online handwriting (LSOW). https://gitlab.com/zv01/LSOW. URL: https://gitlab.com/zv01/LSOW. (software)Detail
GAVENČIAK, M.: DysGraphy; DysGraphy. https://github.com/BDALab. URL: https://github.com/BDALab. (software)Detail
MUCHA, J.; MIKULEC, M.: HandAQUS for Cinitq; HandAQUS for Cintiq. https://github.com/BDALab/HandAQUS_for_Cintiq. URL: https://github.com/BDALab/HandAQUS_for_Cintiq. (software)Detail
ILGNER, P.; ZVONČÁK, V.; MEKYSKA, J.; GALÁŽ, Z.; MUCHA, J.: Software for online handwriting record on digitizers with LCD screen (OWSTU); Software for online handwriting record on digitizers with LCD screen (OWSTU). https://gitlab.com/zv01/OWSTU. URL: https://gitlab.com/zv01/OWSTU. (software)Detail
ILGNER, P.; ZVONČÁK, V.; MUCHA, J.; MEKYSKA, J.; GALÁŽ, Z.: Synchronized record of EEG signals and online handwriting (SREW); Synchronized record of EEG signals and online handwriting (SREW). https://gitlab.com/zv01/SREW. URL: https://gitlab.com/zv01/SREW. (software)Detail
MUCHA, J.; MEKYSKA, J.; ZVONČÁK, V.; GALÁŽ, Z.; SMÉKAL, Z.: HandAQUS; HandAQUS - Handwriting acquisition software. https://gitlab.com/JanMucha/HandAQUS_Software.git. URL: https://gitlab.com/JanMucha/HandAQUS_Software.git. (software)Detail