开发用于神经发育遗传综合征的网络摄像机收集和人工智能衍生的社会和认知性能测量方法
Thomas W Frazier1,2, Robyn M Busch3,4, Patricia Klaas3
1Department of Psychology, John Carroll University, University Heights, Ohio, USA.
概括
新的人工智能驱动的网络摄像头措施可靠地评估神经发育遗传综合征 (NDGS) 的社会和认知技能. 这些工具为特征和监测PTEN和SYNGAP1突变等条件提供了客观的见解.
科学领域:
- 神经科学是一个神经科学.
- 遗传学 遗传学是一种遗传学.
- 心理测量 心理测量 心理测量
背景情况:
- 神经发育遗传综合征 (NDGS) 需要对社会和认知功能采取客观措施.
- 现有的评估方法在可访问性和范围上可能受到限制.
研究的目的:
- 开发和心理评估NDGS的新型在线,网络摄像机收集,人工智能衍生的绩效指标.
- 为了吸引社会注意力,接纳词汇,处理速度和阅读能力.
主要方法:
- 开发了在线管理的四个刺激范式.
- 收集了375名参与者的数据:163人患有NDGS,56人患有异常性NDD,156人对照.
- 产生了12个性能指标,评估可靠性,有效性和可重复性.
主要成果:
- 测量结果证明足够的优异的内部一致性 (α = 0.67 0.95).
- 对于8项测量,试验复试可重复性相当或很好 (r = 0.400.73).
- 通过不同的基因突变 (PTEN,SYNGAP1,NFIX) 出现了不同的认知和社会功能模式.
结论:
- 基于网络摄像头的性能测量可靠,用于对NDGS和NDD中社会和认知过程的客观表征.
- 这些AI衍生工具显示出监测患者进展的潜力.
- 建议进行进一步的验证,以扩展发现并评估对变化的敏感性.
更多相关视频
相关概念视频
Measures of Intelligence
7.6K
Psychologists measure intelligence by using standardized tests that produce a score known as the intelligence quotient or IQ. To understand IQ tests, it's important to recognize the key principles behind their construction: validity, reliability, and standardization.
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
Validity refers to how well a test measures what it claims to measure. An intelligence test should accurately assess intelligence rather than another characteristic, like anxiety. Criterion validity is one way to evaluate this;...
7.6K
Binet's Contribution to Measures of Intelligence
1.3K
Alfred Binet, along with his student Théophile Simon, was tasked by the French Ministry of Education in 1904 to create a method for identifying students who struggled to learn through conventional classroom instruction. This initiative aimed to address overcrowding by placing such students in specialized schools. Binet and Simon developed an intelligence test comprising 30 tasks, ranging from simple commands, like touching one's nose or ear, to more complex tasks, such as drawing...
1.3K
Intellectual Disability
117
Intellectual disability (ID) is a neurodevelopmental condition characterized by deficits in intellectual and adaptive functioning that manifest during the developmental period. This condition encompasses challenges in reasoning, memory, problem-solving, and learning, accompanied by impairments in everyday life skills, such as communication, self-care, and social interactions. Intellectual disability affects approximately 1% of the population in the United States, impacting an estimated 5...
117
Wechsler's Contribution to Measures of Intelligence
1.5K
David Wechsler, a psychologist who worked with World War I veterans, developed a significant IQ test in 1939 called the Wechsler-Bellevue Intelligence Scale. This test was innovative because it combined several subtests that measured both verbal and nonverbal skills, reflecting Wechsler's belief that intelligence is a global capacity involving purposeful action, rational thinking, and effective interaction with the environment. This test later evolved into the Wechsler Adult Intelligence...
1.5K
Biological Influences on Intelligence
145
Intelligence is often thought to be linked to brain size, but the relationship is more complex than that. While brain size does correlate modestly with some abilities, like verbal skills, the connection is weaker for others, such as spatial reasoning. Other factors, like brain structure, also play crucial roles. For instance, despite Einstein's smaller-than-average brain, his parietal cortex, which is involved in spatial reasoning, was 15% wider, suggesting that neural density might matter...
145
Information Processing Approach
77
The information-processing theory of cognitive development centers on fundamental mental processes, including attention, memory, and problem-solving skills. Researchers in this field examine how cognitive abilities, such as working memory, evolve and influence children's overall development. Studies indicate that children with stronger working memory tend to excel in reading comprehension, math, and problem-solving compared to peers with less efficient memory skills. Low working memory is...
77


