年轻自闭症儿童的定量数字行为特征和临床概况之间的关系
Marika Coffman1,2, J Matias Di Martino3, Rachel Aiello1,2
1Duke Center for Autism and Brain Development, Duke University, Durham, North Carolina, USA.
概括
基于应用程序的客观措施显示出早期自闭症查的前景. 计算机视觉分析 (CVA) 对社交注意力和语言反应等行为与幼儿的自闭症相关特征相关.
科学领域:
- 发展心理学 发展心理学
- 临床心理学 临床心理学
- 数字健康数字健康
背景情况:
- 自闭症谱系障碍 (ASD) 的早期行为标志物包括社会注意力和运动差异.
- 目前的选方法可以通过更有效,可扩展和客观的措施来改进.
研究的目的:
- 通过智能手机应用程序 (SenseToKnow) 使用计算机视觉分析 (CVA) 评估客观,定量自闭症相关行为的并发有效性.
- 评估应用引起的行为与标准化的自闭症评估,认知,语言和运动能力之间的相关性.
主要方法:
- 一个由485名幼儿组成的样本,包括43名被诊断为ASD的幼儿.
- 使用智能手机/平板电脑上的SenseToKnow应用程序收集了客观行为数据.
- 计算机视觉分析 (CVA) 量化了行为,与标准化措施相关联.
主要成果:
- 与社会关注相关的CVA衍生的目光变量与与自闭症相关的行为相关.
- 应用程序测量语言行为 (关注人,响应名字) 与儿童的语言技能相关.
- 在泡泡游戏中的表现与精细运动技能相关.
结论:
- 这些发现支持SenseToKnow应用程序在自闭症中数字表型化方面的并发有效性.
- 该应用程序在识别与自闭症相关的临床概况方面具有潜在的实用性.
- 需要进一步的研究来确定其作为查工具和跟踪行为变化的作用.
相关概念视频
01:19Autism Spectrum Disorder
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Autism spectrum disorder (ASD) is a neurodevelopmental condition marked by persistent deficits in social communication and interaction alongside restrictive and repetitive behaviors or interests. ASD is sometimes accompanied by intellectual impairment.
These core symptoms manifest differently among individuals, ranging from mild to severe. The disorder's complexity extends beyond its clinical presentation, encompassing a diverse range of biological, cognitive, and sociocultural influences.
These core symptoms manifest differently among individuals, ranging from mild to severe. The disorder's complexity extends beyond its clinical presentation, encompassing a diverse range of biological, cognitive, and sociocultural influences.
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01:26Modeling in Therapy
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Modeling, a key technique in therapy, uses observational learning to help clients acquire and practice new skills by watching therapists demonstrate desired behaviors. This approach, rooted in Albert Bandura's concept of vicarious learning, plays a significant role in therapeutic interventions for various psychological conditions, including social anxiety, ADHD, and depression.
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...
Participant Modeling
Participant modeling involves therapists demonstrating calm and effective behaviors in...
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01:28Conduct Disorder
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Conduct disorder is a complex mental health diagnosis characterized by a repetitive and persistent pattern of behavior that violates societal norms, the rights of others, or age-appropriate rules. The diagnostic criteria for conduct disorder require the presence of at least three problematic behaviors within the past 12 months, with at least one occurring in the past six months. These behaviors are grouped into four categories: aggression toward people and animals; destruction of property;...
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