Principles of fMRI 2

开始时间: 04/22/2022 持续时间: 4 weeks

所在平台: CourseraArchive

课程类别: 其他类别

大学或机构: Johns Hopkins University(约翰•霍普金斯大学)

课程主页: https://www.coursera.org/course/fmri2

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课程详情

Functional Magnetic Resonance Imaging (fMRI) is the most widely used technique for investigating the living, functioning human brain as people perform tasks and experience mental states. It is a convergence point for multidisciplinary work from many disciplines. Psychologists, statisticians, physicists, computer scientists, neuroscientists, medical researchers, behavioral scientists, engineers, public health researchers, biologists, and others are coming together to advance our understanding of the human mind and brain.  In this course we continue discussing fMRI, including advanced experimental design, analysis, and inferences about brain and mind.   We discuss both theoretical considerations and practical aspects of conducting fMRI studies, with an emphasis on statistical analysis.  The course is appropriate for scholars from all disciplines who want to learn more about fMRI, and for researchers engaged in fMRI studies.  

课程大纲

  • Psychological and behavioral inference
  • Advanced experimental design
  • Advanced GLM modeling
  • Functional connectivity
  • Effective connectivity and directional models
  • Multi-voxel pattern analysis

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课程简介

This course covers the analysis of Functional Magnetic Resonance Imaging (fMRI) data. It is a continuation of the course “Principles of fMRI, Part 1”

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