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  • Open Access

    ARTICLE

    Person-Dependent Handwriting Verification for Special Education Using Deep Learning

    Umut Zeki1,*, Tolgay Karanfiller2, Kamil Yurtkan1

    Intelligent Automation & Soft Computing, Vol.36, No.1, pp. 1121-1135, 2023, DOI:10.32604/iasc.2023.032554

    Abstract Individuals with special needs learn more slowly than their peers and they need repetitions to be permanent. However, in crowded classrooms, it is difficult for a teacher to deal with each student individually. This problem can be overcome by using supportive education applications. However, the majority of such applications are not designed for special education and therefore they are not efficient as expected. Special education students differ from their peers in terms of their development, characteristics, and educational qualifications. The handwriting skills of individuals with special needs are lower than their peers. This makes the task of Handwriting Recognition (HWR)… More >

  • Open Access

    ARTICLE

    Functional limitations and educational needs among children and adolescents with heart disease

    Sherry L. Farr1, Karrie F. Downing1,2, Tiffany Riehle-Colarusso1, Ginnie Abarbanell1,3

    Congenital Heart Disease, Vol.13, No.4, pp. 633-639, 2018, DOI:10.1111/chd.12621

    Abstract Objective: To examine how cognitive and motor limitations in children with heart disease are associated with education and participation in extracurricular activities.
    Design: Using 2009–2010 parent-reported data from the National Survey of Children with Special Health Care Needs (NS-CSHCN), we examined prevalence of five functional limitations (learning/ concentration, communication, self-care, gross motor skills, and fine motor skills) by diagnosed heart disease status using chi-square tests and multivariable logistic regression. Among CSHCN with heart disease, we examined the associations between severity of each functional limitation and missing ≥11 days of school in the past year, receiving special education services, and interference… More >

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