Functional brain developments during movie watching and resting-state in autism spectrum disorder
Functional brain developments during movie watching and resting-state in autism spectrum disorder
批准号:
10291842
负责人:
Xin Di
金额:
$30.51万
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
已结题
起止时间:
2021-07-01 至 2024-06-30
关键词:
21 year oldAdoptedAdultBehaviorBehavioralBrainBrain imagingBrain regionChildChildhoodClipCommunicationComputersDataData AnalysesData SetDevelopmentDiagnosisEarly DiagnosisExhibitsFunctional Magnetic Resonance ImagingGrowthHeterogeneityHumanImageIndividualLeadMRI ScansMachine LearningMagnetic Resonance ImagingMeasuresMethodsMindModelingParticipantPatientsPatternPerformancePortraitsPredictive ValuePsyche structureResearchRestScanningSlideStatistical MethodsStructureSubgroupSystemThinkingautism spectrum disorderautistic childrenbasebehavior predictionbehavioral outcomedesignindexingindividual variationindividuals with autism spectrum disorderinterestlarge scale datamental disorder diagnosismental statemovienovelnovel strategiespublic health relevancetheoriestrend
中文摘要
项目总结
英文摘要
Project summary
Autism spectrum disorder (ASD) is usually diagnosed early in childhood. Understanding the developmental
curves of brain functions in typically developing children and children with ASD will help to understand the brain
correlates of ASD. In this project, we will analyze functional MRI (fMRI) data of more than 1,000 children and
adults to portrait brain developmental curves.
FMRI has been commonly used to study brain functions in action. Usually, participants are asked to do some
strictly designed tasks on a computer, or simply lay in the scanner without thinking a thing in particular. A more
natural way to perform scanning has been proposed, where the participants are asked to watch short movie clips
during the scanning. However, data analysis for movie watching data becomes complicated. We have developed
a novel method to examine functional communications between brain regions during movie watching. In this
project, we will compare our new method with existing methods.
The project is divided into two parts. In the first part, we will study brain developments in hundreds of typically
developing children. We will compare data from movie watching and resting-state, and compare different
analysis methods. The results will help us find better methods to chart the developing brain. In the second part,
we will compare the developing curves between individuals with ASD and those in typically developing
individuals. The data may help us to establish a better way to scan individuals of ASD, and a better way to
characterize brain functions in ASD.
期刊论文(2)
专著(0)
科研奖励(0)
会议论文
海外基金