• Title/Summary/Keyword: Child/Adolescent

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Neuroimaging-Based Deep Learning in Autism Spectrum Disorder and Attention-Deficit/Hyperactivity Disorder

  • Song, Jae-Won;Yoon, Na-Rae;Jang, Soo-Min;Lee, Ga-Young;Kim, Bung-Nyun
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • v.31 no.3
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    • pp.97-104
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    • 2020

  • Deep learning (DL) is a kind of machine learning technique that uses artificial intelligence to identify the characteristics of given data and efficiently analyze large amounts of information to perform tasks such as classification and prediction. In the field of neuroimaging of neurodevelopmental disorders, various biomarkers for diagnosis, classification, prognosis prediction, and treatment response prediction have been examined; however, they have not been efficiently combined to produce meaningful results. DL can be applied to overcome these limitations and produce clinically helpful results. Here, we review studies that combine neurodevelopmental disorder neuroimaging and DL techniques to explore the strengths, limitations, and future directions of this research area.

  • https://doi.org/10.5765/jkacap.200021 인용 PDF KSCI

The Effects of Maternal Attachment and Child-Rearing Behavior on Adolescent′s Self-esteem (어머니의 애착과 양육행동이 청소년의 자아존중감에 미치는 영향)

  • Lee, Sook;Woo, Hee-Jung;Kim, Mi-Ran
    • Korean Journal of Human Ecology
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    • v.3 no.1
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    • pp.64-72
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    • 2000

  • The purpose of this study was to investigate the effects of sex of adolescent and SES of the family, maternal attachment and child-rearing behavior on adolescent's self-esteem. The subjects were 234 pairs of adolescents attending at junior-middle schools and their mothers in Kwangju. The questionnaires were used to collect the datas on maternal attachment and child-rearing behavior and adolescent's self-esteem. The results were as follows : 1. The effects of maternal attachment types on maternal child-rearing behaviors did not found significantly. 2. Maternal'love'and'authoritarian' child-rearing behavior, sex of adolescent were found significantly influential variables on adolescent's self-esteem. 3. Due to sex and levels of self-esteem, the influences of variables were found differently.

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