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Dysgraphia detection through machine learning
Názov Dysgraphia detection through machine learning Autor Drotár Peter Spoluautori Dobeš Marek SAVSPOL ; SAVCESPSY - Spoločenskovedný ústav SAV Zdroj.dok. Scientific Reports. Vol. 10, no. (2020), art. no. 21541, p. 1-11 Jazyk dok. eng - angličtina Krajina GB - Veľká Británia Druh dok. rozpis článkov z periodík (rbx) Ohlasy GARGOT, Thomas - ASSELBORN, Thibault - ZAMMOURI, Ingrid - BRUNELLE, Julie - JOHAL, Wafa - DILLENBOURG, Pierre - ARCHAMBAULT, Dominique - CHETOUANI, Mohamed - COHEN, David - ANZALONE, Salvatore M. "It Is Not the Robot Who Learns, It Is Me." Treating Severe Dysgraphia Using Child-Robot Interaction. In FRONTIERS IN PSYCHIATRY. ISSN 1664-0640, 2021, vol. 12, no., pp. Dostupné na: https://doi.org/10.3389/fpsyt.2021.596055. DEVILLAINE, Louis - LAMBERT, Raphael - BOUTET, Jerome - ALOUI, Saifeddine - BRAULT, Vincent - JOLLY, Caroline - LABYT, Etienne. Analysis of Graphomotor Tests with Machine Learning Algorithms for an Early and Universal Pre-Diagnosis of Dysgraphia. In SENSORS, 2021, vol. 21, no. 21, pp. Dostupné na: https://doi.org/10.3390/s21217026. KALENJUK, Elvira - LALETAS, Stella - SUBBAN, Pearl - WILSON, Sue. A scoping review to map research on children with dysgraphia, their carers, and educators. In AUSTRALIAN JOURNAL OF LEARNING DIFFICULTIES, 2022, vol. 27, no. 1, pp. 19-63. ISSN 1940-4158. Dostupné na: https://doi.org/10.1080/19404158.2021.1999997. MINOOFAM, Seyyed Amir Hadi - BASTANFARD, Azam - KEYVANPOUR, Mohammad Reza. RALF: an adaptive reinforcement learning framework for teaching dyslexic students. In MULTIMEDIA TOOLS AND APPLICATIONS, 2022, vol. 81, no. 5, pp. 6389-6412. ISSN 1380-7501. Dostupné na: https://doi.org/10.1007/s11042-021-11806-y. DUBINSKY, Janet M. - ROEHRIG, Gillian - VARMA, Sashank. A Place for Neuroscience in Teacher Knowledge and Education. In MIND BRAIN AND EDUCATION, 2022, vol. 16, no. 4, pp. 267-276. ISSN 1751-2271. Dostupné na: https://doi.org/10.1111/mbe.12334. YUEN, Man-Ching - NG, Ka-Fai - LAU, Ka-Ming - LAM, Chun-Wing - NG, Ka-Yin. Design an Intelligence System for Early Identification on Developmental Dyslexia of Chinese Language. In WINSYS : PROCEEDINGS OF THE 19TH INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS AND MOBILE SYSTEMS, 2022, vol., no., pp. 46-52. Available on: https://doi.org/10.5220/0011281500003286. DUI, Linda Greta - TOFFOLI, Simone - SPEZIALE, Christopher - TERMINE, Cristiano - MATTEUCCI, Matteo - FERRANTE, Simona. Can Free Drawing Anticipate Handwriting Difficulties? A Longitudinal Study. In 2022 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) JOINTLY ORGANISED WITH THE IEEE-EMBS INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN'22), 2022, vol., no., pp. Dostupné na: https://doi.org/10.1109/BHI56158.2022.9926884. DUI, Linda Greta - LOMURNO, Eugenio - LUNARDINI, Francesca - TERMINE, Cristiano - CAMPI, Alessandro - MATTEUCCI, Matteo - FERRANTE, Simona. Identification and characterization of learning weakness from drawing analysis at the pre-literacy stage. In SCIENTIFIC REPORTS, 2022, vol. 12, no. 1, pp. ISSN 2045-2322. Dostupné na: https://doi.org/10.1038/s41598-022-26038-9. KALENJUK, E. - WILLIAMS, L. The Parkour of Writing with Dysgraphia. In ENGLISH IN AUSTRALIA. ISSN 0155-2147, 2022, vol. 57, no. 2. RIBAS, Marzena Oliveira - MICAI, Martina - CARUSO, Angela - FULCERI, Francesca - FAZIO, Maria - SCATTONI, Maria Luisa. Technologies to support the diagnosis and/or treatment of neurodevelopmental disorders: A systematic review. In NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, 2023, vol. 145, no., pp. ISSN 0149-7634. Dostupné na: https://doi.org/10.1016/j.neubiorev.2022.105021. AMINI, Mohammad - TARGHI, Alireza Tavakoli - HOSSEINZADEH, Mehdi - FARIVAR, Faezeh - BIDAKI, Reza. The impact of in-air features on the diagnosis of developmental dysgraphia. In JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2023, vol. 44, no. 1, pp. 1413-1424. ISSN 1064-1246. Dostupné na: https://doi.org/10.3233/JIFS-221708. LOMURNO, Eugenio - DUI, Linda Greta - GATTO, Madhurii - BOLLETTINO, Matteo - MATTEUCCI, Matteo - FERRANTE, Simona. Deep Learning and Procrustes Analysis for Early Dysgraphia Risk Detection with a Tablet Application. In LIFE-BASEL, 2023, vol. 13, no. 3, pp. Dostupné na: https://doi.org/10.3390/life13030598. MASOOD, Fahad - KHAN, Wajid Ullah - ULLAH, Khalil - KHAN, Ahmad - ALGHAMEDY, Fatemah H. - ALJUAID, Hanan. A Hybrid CNN-LSTM Random Forest Model for Dysgraphia Classification from Hand-Written Characters with Uniform/Normal Distribution. In APPLIED SCIENCES-BASEL, 2023, vol. 13, no. 7, pp. Dostupné na: https://doi.org/10.3390/app13074275. KUNHOTH, J. - AL MAADEED, S. - SALEH, M. - AKBARI, Y. Exploration and analysis of On-Surface and In-Air handwriting attributes to improve dysgraphia disorder diagnosis in children based on machine learning methods. In BIOMEDICAL SIGNAL PROCESSING AND CONTROL. ISSN 1746-8094, MAY 2023, vol. 83. Dostupné na: https://doi.org/10.1016/j.bspc.2023.104715. CUNEK, L. - ONDREJ, J. - BLAZICKOVá, I. - PUPIKOVá, V. - LACKO, D. - PROSEK, T. - SAFAROVá, K. Handwriting Quality: Psychometric Properties of Two Evaluation Scales With a Czech Sample. In AMERICAN JOURNAL OF OCCUPATIONAL THERAPY. ISSN 0272-9490, MAY-JUN 2023, vol. 77, no. 3. Dostupné na: https://doi.org/10.5014/ajot.2023.050029. FESTA, G. - MAGGIO, M.S. - TEODONIO, L. - SCATIGNO, C. Ancient handwriting attribution via spectroscopic benchmarks and machine learning: 'Clavis Prophetarum' by Antonio Viera. In EXPERT SYSTEMS WITH APPLICATIONS. ISSN 0957-4174, OCT 1 2023, vol. 227. Dostupné na: https://doi.org/10.1016/j.eswa.2023.120328. BUBLIN, M. - WERNER, F. - KERSCHBAUMER, A. - KORAK, G. - GEYER, S. - RETTINGER, L. - SCHöNTHALER, E. - SCHMID-KIETREIBER, M. Handwriting Evaluation Using Deep Learning with SensoGrip. In SENSORS. MAY 31 2023, vol. 23, no. 11. Dostupné na: https://doi.org/10.3390/s23115215. MITU, B. - CERDA, M. - HRIB, R. - TROJAN, V. - HALáMKOVá, L. Attenuated Total Reflection Fourier Transform Infrared Spectroscopy for Forensic Screening of Long-Term Alcohol Consumption from Human Nails. In ACS OMEGA. ISSN 2470-1343, JUN 6 2023, vol. 8, no. 24, p. 22203-22210. Dostupné na: https://doi.org/10.1021/acsomega.3c02579. KUNHOTH, J. - AL MAADEED, S. - SALEH, M. - AKBARI, Y. CNN feature and classifier fusion on novel transformed image dataset for dysgraphia diagnosis in children. In EXPERT SYSTEMS WITH APPLICATIONS. ISSN 0957-4174, NOV 30 2023, vol. 231. Dostupné na: https://doi.org/10.1016/j.eswa.2023.120740. YAMADA, E. - FUJITA, K. - WATANABE, T. - KOYAMA, T. - IBARA, T. - YAMAMOTO, A. - TSUKAMOTO, K. - KABURAGI, H. - NIMURA, A. - YOSHII, T. - SUGIURA, Y. - OKAWA, A. A screening method for cervical myelopathy using machine learning to analyze a drawing behavior. In SCIENTIFIC REPORTS. ISSN 2045-2322, JUN 20 2023, vol. 13, no. 1. Dostupné na: https://doi.org/10.1038/s41598-023-37253-3. BONNETON-BOTTé, N. - MIRAMAND, L. - BAILLY, R. - PONS, C. Teaching and Rehabilitation of Handwriting for Children in the Digital Age: Issues and Challenges. In CHILDREN-BASEL. JUL 2023, vol. 10, no. 7. Dostupné na: https://doi.org/10.3390/children10071096. BABUSHKIN, V. - ALSURADI, H. - JAMIL, M.H. - AL-KHALIL, M.O. - EID, M. Assessing handwriting task difficulty levels through kinematic features: a deep-learning approach. In FRONTIERS IN ROBOTICS AND AI. ISSN 2296-9144, SEP 13 2023, vol. 10. Dostupné na: https://doi.org/10.3389/frobt.2023.1193388. DANNA, J. - PUYJARINET, F. - JOLLY, C. Tools and Methods for Diagnosing Developmental Dysgraphia in the Digital Age: A State of the Art. In CHILDREN-BASEL. DEC 2023, vol. 10, no. 12. Dostupné na: https://doi.org/10.3390/children10121925. RASHID, H.A. - MALIK, T. - SIDDIQUI, I. - BHATTI, N. - SAMAD, A. DYSIGN: Towards Computational Screening of Dyslexia and Dysgraphia Based on Handwriting Quality. In 22ND ANNUAL ACM INTERACTION DESIGN AND CHILDREN CONFERENCE, IDC 2023: Rediscovering Childhood. 2023, p. 532-536. Dostupné na: https://doi.org/10.1145/3585088.3593890. Kategória ADCA - Vedecké práce v zahraničných karentovaných časopisoch impaktovaných Kategória (od 2022) V3 - Vedecký výstup publikačnej činnosti z časopisu Typ výstupu článok Rok vykazovania 2020 Registrované v WOS Registrované v SCOPUS Registrované v CCC DOI 10.1038/s41598-020-78611-9 
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Názov súboru Prístup Veľkosť Stiahnuté Typ Licence Dysgraphia detection through machine learning.pdf Prístupný 1.1 MB 2 Vydavateľská verzia rok CC IF IF Q (best) JCR Av Jour IF Perc SJR SJR Q (best) CiteScore A rok vydania rok metriky IF IF Q (best) SJR SJR Q (best) 2020 2019 3.998 Q1 1.341 Q1
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