• Title/Summary/Keyword: 자폐 스펙트럼

Search Result 119, Processing Time 0.025 seconds

Comparison of random forest classification performance of autism spectrum disorders according to different component ratios of the functional connectivity matrix and principal component vectors using neuroimaging (뇌기능영상기반 기능적 연결성 행렬의 서로 다른 성분 비율과 주성분 벡터에 따른 자폐 스펙트럼 장애의 랜덤 포레스트 분류성능 비교)

  • Choi, Hyoungshin;Park, Hyunjin
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2021.05a
    • /
    • pp.351-353
    • /
    • 2021
  • 자폐 스펙트럼 장애는 이질적인 신경 발달 장애로, 뇌기능영상에 기반한 기능적 연결성 행렬을 이용해 연구가 활발하게 진행된다. 기능적 연결성 행렬을 분석하기 위해 주성분 분석방법을 이용하며, 이를 통해 뇌의 기능적 경향성 패턴을 확인할 수 있다. 이 때, 서로 다른 연결성 성분 비율과 주성분 벡터를 이용해서 다양한 기능적 경향성 패턴을 얻을 수 있다. 패턴에 따른 랜덤 포레스트 분류 모델의 성능이 달라지는데 이를 비교해본 결과, 상위 50%의 성분을 이용하여 만든 기능적 경향성 패턴 1 이 데이터의 설명 비율도 높고, 우수한 분류 성능을 보이는 것을 확인했다.

Relationship between Savant Skills and Autistic Symptoms in Korean Patients with Autism Spectrum Disorder (한국인 자폐스펙트럼장애에서 Savant Skill과 자폐증상의 연관성)

  • Kim, Yun-Mi;Cho, Soo-Churl;Yoo, Hee-Jeong;Chung, Un-Sun;Park, Tae-Won;Sohn, Jung-Woo;Shin, Min-Sup;Kim, Boong-Nyun;Kim, Jae-Won;Cho, In-Hee
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
    • /
    • v.22 no.3
    • /
    • pp.192-197
    • /
    • 2011
  • Objectives: This study was conducted to examine the prevalence and characteristics of savant skills and the relationship between the savant skills and autistic symptoms in Korean ASD children. Methods: 141 ASD subjects participated in this study and they were divided in to two groups based on the presence or lack of savant skills. The domain scores and total scores of the K-ADI-R, K-ASDS and SRS were used for evaluating the ASD symptoms between the groups. Results: Memory (N=47) was the most prevalent savant skill in the savant ASD group (N=60). The savant ASD group had a statistically higher mean age and IQ score than did the nonsavant ASD group. Despite their high IQ profile, the savant ASD group showed a higher restricted, repetitive and stereotype behavior score on the K-ADI-R and higher language and cognitive scores on the K-ASDS than did the nonsavant ASD group. Conclusions: These results suggest savant syndrome in ASD might be related to the severity of some subdomain of autistic symptoms even though their IQ scores were higher than nonsavant ASD patients.

Emotion Perception and Multisensory Integration in Autism Spectrum Disorder: A Review of Behavioral and Cognitive Neuroscience Studies (자폐 스펙트럼 장애의 다중감각 통합과 정서인식: 행동연구와 인지 신경 과학 연구에 대한 개관)

  • Cho, Hee-Joung;Kim, So-Yeon
    • Science of Emotion and Sensibility
    • /
    • v.21 no.4
    • /
    • pp.77-90
    • /
    • 2018
  • Behavioral studies of emotion recognition in autism spectrum disorders (ASD) have yielded mixed results. Most of the studies focused on emotion recognition abilities with regard to ASD using stimuli with unisensory modality, making it difficult to determine difficulties in real life emotion perception in ASD. Herein, we review the recent behavioral and cognitive neuroscience studies on emotion recognition functions in ASD, including both unisensory and multisensory emotional information, to elucidate the possible difficulties in emotion recognition in ASD. In our study, we discovered that people with ASD have problems in the process of integrating emotional information during emotion recognition tasks. The following four points are discussed: (1) The restrictions of previous studies, (2) deficits in emotion recognition in ASD especially in recognizing multisensory information, (3) possible compensation mechanisms for emotion recognition in ASD, and (4) the possible roles of attention and language functions in emotion recognition in ASD. The compensatory mechanisms proposed herein for ASD with regard to emotion recognition abilities could contribute to a therapeutic approach for improving emotion recognition functions in ASD.

Effects of Computer-Based Cognitive Rehabilitation on the Attention of Children with Autism Spectrum Disorder: A Single-Subject Study (전산화 인지재활이 자폐스펙트럼장애 아동의 주의력에 미치는 효과: 단일대상연구 )

  • Kim, Man-Je;Kim, Su-Kyoung
    • The Journal of Korean Academy of Sensory Integration
    • /
    • v.21 no.2
    • /
    • pp.1-11
    • /
    • 2023
  • Objective : The purpose of this study was to investigate the effects of computerized cognitive rehabilitation on the attention of children with autism spectrum disorder (ASD). Methods : A multiple-baseline design was used in combination with a single-subject experimental research design. A total of 15 sessions were conducted three times a week, each lasting for 30 minutes. The maintenance and selective attention tests in the attention area of the computerized cognitive rehabilitation program were evaluated in random order after each session was completed. To evaluate the participants' selective attention, star cancellation tests was performed as pre- and post-tests. Results : After the computerized cognitive rehabilitation intervention, the accuracy of the participants' attention improved in terms of the maintenance and selective attention tests. In the analysis involving the two standard deviation bands, participants 1 and 2 showed a significant improvement, whereas participant 3 did not show a significant improvement, although the average value improved. Conclusion : The results of this study confirmed that cognitive rehabilitation involving a computerized cognitive rehabilitation program had a positive effect on the attention of three children with ASD.

The Severity of Behavior Problems of Children with ASD and Their Mothers' Stress Coping Styles and the Impact upon Maternal Parenting Stress (자폐스펙트럼장애 자녀의 문제행동 심각도와 스트레스 대처방식이 어머니의 양육스트레스에 미치는 영향)

  • Shin, Go Eun;Park, Ju Hee
    • Korean Journal of Child Studies
    • /
    • v.36 no.5
    • /
    • pp.189-208
    • /
    • 2015
  • The purposes of this study were twofold. Firstly, we sought to examine the effects of the severity of behavior problems of children with autism spectrum disorders and maternal stress coping styles on maternal parenting stress. Secondly, we investigated whether maternal stress coping styles moderate the relationship between the severity of children's behavior problems on parenting stress. The participants of this study comprised 106 mothers of children with ASD who were aged 6 to 18. In order to measure the research variables, the Parenting Stress Scale(Hwang, 2002), the Korean version of Child Behavior Checklist for Ages 6-18(Oh, Kim, Ha, Lee, & Hong, 2010), the Ways of Coping Checklist(Kim, 1987) were used. The data were analyzed by means of descriptive statistics and hierarchical multiple regression analyses. The results indicated that both the severity of externalizing behavior problems and the emotion-focused stress coping styles had significant and positive effects on parenting stress. Second, the stress coping styles had no moderating effect on the relationship between the severity of behavior problems(externalizing behavior problems, internalizing behavior problems) and maternal parenting stress.

The effects of an increase in self - determination experience on the behavior of young children with autism spectrum disorder by telepresence robot. (텔레프레젠스 로봇을 이용한 자기결정 경험의 증대가 자폐범주성 장애유아의 행동에 미치는 효과 (자기결정 활동 멀티미디어 콘텐츠의 적용을 통하여))

  • Kim, Su-Jin
    • Journal of rehabilitation welfare engineering & assistive technology
    • /
    • v.12 no.1
    • /
    • pp.38-45
    • /
    • 2018
  • The purpose of this study was to investigate the effects of an increase in self - determination experience on the behavior of young children with autism spectrum disorder by telepresence robot. As for research method, the study used AB design, two selected children engaged in activities with a telepresence robot in free play time in the morning. The activities were conducted in 19 sessions, twice a week, 15 to 40 minutes each. To investigate the effect of the activity on the child's behavior was observed using the behaviors of free play time and work time in the afternoon. All the process was recorded by a camera and then analyzed by frequency recording. The results of the study are as follows. First, the participation of young children with autism spectrum disorder in free play time increased. Second, choice-making or preference behavior of young children with autistic spectrum disorder were increased. This study suggests that increasing the self-determination experience of young children with autism spectrum disorders using telepresence robots increases their participation and increases their choice-making or preference behavior.

The Change in Participation Patterns in Play Activities of Children with Autism Spectrum Disorder during COVID-19: A Scoping Review (COVID-19로 인한 자폐스펙트럼 장애아동의 놀이 활동 참여 변화: 주제범위 문헌고찰)

  • Kim, Hyang-Won;Song, Ye-Ji;Kang, Seong-Hyeon;Won, Ha-Eun;Jeong, Yun-Wha
    • The Journal of Korean Academy of Sensory Integration
    • /
    • v.21 no.1
    • /
    • pp.59-73
    • /
    • 2023
  • Objective : To examine changes in participation patterns of children with Autism Spectrum Disorder (ASD) in play activities during COVID-19 by reviewing relevant literature. Methods : This scoping review was conducted via five steps. we created a research question and searched for relevant literature published in English through CINAHL, PubMed, ERIC, MEDLINE, Google Scholar and Google search engine. After selecting the literature based on inclusion criteria, data were charted based on 10 items (i.e., author name, journal name, publication year, nation, authors' majors, research method, participant' age and gender as well as quantitative and qualitative results of study). The results were analyzed using descriptive numerical and thematic analyses. Results : After reviewing 437 articles and 152 websites, six articles were included. Theses articles were conducted by experts from various fields and countries. Five themes were highlighted in selected articles: COVID-19 resulted in (1) decreased time of outdoor play, (2) increased play time on screen, (3) increased time spent with family, (4) increased sensory difficulties, and (5) recommendations for services for children with disabilities and during COVID-19. Conclusion : This study suggests telerehabilitation programs about parental behavior strategies in order to solve difficulties in which children with ASD may experience when participating in play activities during disasters. Study results can be used as fundamental evidence to emphasize importance of play activities and to systematize role of occupational therapists and service guidelines for supporting play activities of children with disabilities in disasters.

The Analysis of K-WISC-IV Profiles in Children with High-Functioning Autism Spectrum Disorder (고기능 자폐 스펙트럼 장애 아동의 K-WISC-IV 프로파일 분석 및 융합적 적용)

  • Cho, Eun-Young;Kim, Hyun-Mi;Song, Dong-Ho;Cheon, Keun-Ah
    • Journal of the Korea Convergence Society
    • /
    • v.8 no.7
    • /
    • pp.341-348
    • /
    • 2017
  • The aim of this study is to distinguish children with high-functioning autism spectrum disorder (ASD) from the norm group by identifying their Intelligence with Korean Wechsler Intelligence Scale for Children-Fourth Edition (K-WISC-IV) profile analysis. The article were administered to 90 children with high-functioning ASD (6-16) years and has surveyed the average of the Full scale IQ, index scores, and subtest scores of K-WISC-IV. Also, this study has conducted a single-subject T-test in order to verify whether Full scale IQ, index scores, subtest scores are different from those of the norm group. The results show that children with high-functioning ASD achieved significantly lower scores on Processing Speed Index, compared to the norm group. Furthermore, their scores in Comprehension, Picture Concept, Picture completion, Coding, and Symbol Search were significantly lower than those of the norm group. It is likely that what have turned out to be the cognitive weaknesses of high-functioning ASD children by K-WISC-IV analysis, including slow process speed, low social judgement, and difficulty in visual stimuli in everyday life are interrelated to their unique characters.

The Differences of Psychological Symptoms According to the Level of Parenting Stress for Mothers of Infants With Autism Spectrum Disorder (자폐스펙트럼 장애 영유아 어머니의 양육 스트레스 수준에 따른 심리적 증상의 차이)

  • Yu, A Ran;Ha, Eun Hye
    • Therapeutic Science for Rehabilitation
    • /
    • v.8 no.4
    • /
    • pp.19-31
    • /
    • 2019
  • Objective : The purpose of this study was to examine differences of psychological symptoms for mothers of infants with autism spectrum disorder(ASD) according to the level of parenting stress. Methods : The subjects were seventy-two mothers of infants with ASD(aged 22 months to 71 months) completed Korean Parenting Stress Index (K-PSI) and Minnesota Multiphasic Personality Inventory(MMPI-2). The data was analyzed using SPSS 23.0 program. Results : First, total and parent domain of parenting stress were positively correlated with several clinical scales of MMPI-2. However, there was no significant association between the child domain of parenting stress and clinical scale MMPI-2. Second, as a result of verified the difference of psychological symptoms according to level of total and parent domain of parenting stress, high-risks group was significantly higher scores in several clinical scales of MMPI-2 relative to those in normal range group. However, regarding the association between the child domain of parenting stress and psychological symptoms, there was no significant difference in psychological symptoms between high-risks group and normal range group. Conclusions : The results of this study have implications for verified the difference of psychological symptoms according to level of parenting stress among mothers of infants with ASD.

Overweight & Obesity in Children & Adolescents with Autism Spectrum Disorders - Retrospective Chart Review - (자폐스펙트럼장애(Autism Spectrum Disorder) 소아청소년에서의 과체중 및 비만 연구 - 후향적 의무기록 조사 -)

  • Im, Woo Young
    • Korean Journal of Psychosomatic Medicine
    • /
    • v.23 no.2
    • /
    • pp.129-135
    • /
    • 2015
  • Objectives : In children and adolescents, the prevalence of overweight has increased in the last 20 years. little research is available on the prevalence of obesity in children with autism spectrum disorders(ASD). The purpose of our study was to determine the prevalence of overweight among a clinical population of children diagnosed with autism spectrum disorders(ASD). Methods : Retrospective chart review of children ages 3-18 years seen between 2012 and 2015 at a Konyang University hospital psychiatric clinic. Diagnostic, medical, and demographic information was extracted from the charts. Body mass index(BMI) was calculated from measures of height and weight recorded in the child's chart. The Center for Disease Control's BMI growth reference was used to determine an age and gender-specific BMI z-score for the children. Results : In our study, children with ASD compared to non ASD group had significantly higher BMI percentiles (p=0.032). The prevalence of overweight($BMI{\geq}85th$ to 95th percentiles) and obesity($BMI{\geq}95th$ percentiles) was 35% and 19% respectively in children with ASD and without ASD. Conclusions : Despite noted limitations, our data suggest that overweight and obesity in children with ASD are more prevalent than without ASD. Longitudinal and further study is needed to examine the factors associated with obesity in this population.