This course covers the analysis of Functional Magnetic Resonance Imaging (fMRI) data. It is a continuation of the course “Principles of fMRI, Part 1”
提供方
约翰霍普金斯大学
科罗拉多大学波德分校
fMRI 基础 2
约翰霍普金斯大学课程信息
9,286 次近期查看
可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
可灵活调整截止日期
根据您的日程表重置截止日期。
完成时间大约为8 小时
英语（English）
字幕：英语（English）
可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
可灵活调整截止日期
根据您的日程表重置截止日期。
完成时间大约为8 小时
英语（English）
字幕：英语（English）
提供方
约翰霍普金斯大学
The mission of The Johns Hopkins University is to educate its students and cultivate their capacity for life-long learning, to foster independent and original research, and to bring the benefits of discovery to the world.
科罗拉多大学波德分校
CU-Boulder is a dynamic community of scholars and learners on one of the most spectacular college campuses in the country. As one of 34 U.S. public institutions in the prestigious Association of American Universities (AAU), we have a proud tradition of academic excellence, with five Nobel laureates and more than 50 members of prestigious academic academies.
教学大纲 - 您将从这门课程中学到什么
完成时间为 2 小时
Week 1
This week we will discuss psychological and behavioral inference, as well as advanced experimental design.
完成时间为 2 小时
8 个视频 （总计 103 分钟）, 1 个阅读材料, 1 个测验
8 个视频
Module 1B: Crises in neuroscience and psychology: Problems and solutions14分钟
Module 2A: Pitfalls and Biases in Interpretation: Circularity, Reverse inference, Voodoo, and Beyond11分钟
Module 2B: Pitfalls and Biases in Interpretation: Circularity, Reverse inference, Voodoo, and Beyond13分钟
Module 3: Meta Analysis10分钟
Module 4: Using meta-analysis to improve inference12分钟
Module 5: Optimizing acquisition for your study goals18分钟
Module 6: Resting-state fMRI7分钟
1 个阅读材料
Syllabus10分钟
1 个练习
Quiz 128分钟
完成时间为 2 小时
Week 2
This week we will continue with advanced experimental design, and also discuss advanced GLM modeling.
完成时间为 2 小时
11 个视频 （总计 119 分钟）
11 个视频
Module 7B: Advanced Experimental Design I - Fundamentals of design efficiency12分钟
Module 8: Advanced Experimental Design II – Efficiency in fMRI10分钟
Module 9: Advanced Experimental Design III – Optimizing experimental designs with genetic algorithms12分钟
Module 10: Model building: Parametric modulators8分钟
Module 11: Basis Sets II: Smooth FIR, HTW, Basis sets at 2nd level11分钟
Module 12A: Multicolinearity and diagnostics10分钟
Module 12B: Multicolinearity and diagnostics8分钟
Module 13: Robust regression14分钟
Module 14A: Practical group analysis: Procedures and checks9分钟
Module 14B: Practical group analysis: Procedures and checks10分钟
1 个练习
Quiz 222分钟
完成时间为 2 小时
Week 3
This week we will focus on brain connectivity.
完成时间为 2 小时
8 个视频 （总计 77 分钟）
8 个视频
Module 16: Functional Connectivity9分钟
Module 17: Multivariate Decomposition Methods9分钟
Module 18: Dynamic Connectivity9分钟
Module 19: Network Analysis I – Graph theory10分钟
Module 20: Effective Connectivity9分钟
Module 21: Mediation, moderation, and structural models12分钟
Module 21B: Mediation, moderation, and structural models11分钟
1 个练习
Quiz 324分钟
完成时间为 2 小时
Week 4
This week we will focus on multi-voxel pattern analysis.
完成时间为 2 小时
10 个视频 （总计 90 分钟）
10 个视频
Module 23: Directed graphs: Granger causality9分钟
Module 24: Principles of causal inference12分钟
Module 25: Multi-voxel Pattern Analysis: A neuroscientific perspective10分钟
Module 25B: Multi-voxel Pattern Analysis: A neuroscientific perspective7分钟
Module 26: MVPA Intro10分钟
Module 27: Performing MVPA I9分钟
Module 28: Performing MVPA II5分钟
Module 29: MVPA-PM Example – NPS - Expand: Social and physical pain10分钟
Module 29B: MVPA-PM Example – NPS - Expand: Social and physical pain7分钟
1 个练习
Quiz 424分钟
审阅
来自FMRI 基础 2的热门评论
由 AJ 提供Nov 11, 2018
Similar to the first installment of the series. I found this course enlightening and easily digestible, especially considering the advance material it discusses. Overall enjoyable experience.
由 FS 提供May 9, 2018
Comprehensive, Informative & exciting course... highly recommended for Psychiatrists, or any mental health professionals interested in neuropsychiatry and neuroscience !
由 IF 提供Jul 29, 2019
Excellent, thorough explanation of the computations and theory underlying fMRI analysis. I particularly enjoyed the emphasis on MVPA. Thanks!
由 JM 提供May 23, 2019
Very good course. Best week is the last week. Its does a good overview of fMRI Statistical analysis and design of experiments.
常见问题
我什么时候能够访问课程视频和作业？
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
- The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
- The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
我购买证书后会得到什么？
您购买证书后，将有权访问所有课程材料，包括评分作业。完成课程后，您的电子课程证书将添加到您的成就页中，您可以通过该页打印您的课程证书或将其添加到您的领英档案中。如果您只想阅读和查看课程内容，可以免费旁听课程。
退款政策是如何规定的？
您可在付款后两周内，或者在课程第一个班次开课后（对于已启动的课程）两周内，获得全额退款，以其中较晚者为准。获得课程证书后，您便无法再退款；即使您在两周的退款期内完成了课程，也是如此。请阅读我们完整的退款政策。
有助学金吗？
是的，Coursera 可以向无法承担学费的学生提供助学金。点击左侧‘注册’按钮下的‘助学金’链接即可申请助学金。您可以根据屏幕提示完成申请，申请获批后会收到通知。了解详情。
还有其他问题吗？请访问 学生帮助中心。
