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. This course covers the design, acquisition, and analysis of Functional Magnetic Resonance Imaging (fMRI) data, including psychological inference, MR Physics, K Space, experimental design, pre-processing of fMRI data, as well as Generalized Linear Models (GLM’s). A book related to the class can be found here: https://leanpub.com/principlesoffmri.
本课程是 Neuroscience and Neuroimaging 专项课程 专项课程的一部分
提供方
课程信息
您将获得的技能
- Statistics
- Statistical Analysis
- Statistical Model
- Preprocessor
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.
授课大纲 - 您将从这门课程中学到什么
Week 1
This week we will introduce fMRI, and talk about data acquisition and reconstruction.
Week 2
This week we will discuss the fMRI signal, experimental design and pre-processing.
Week 3
This week we will discuss the General Linear Model (GLM).
Week 4
The description goes here
审阅
- 5 stars71.87%
- 4 stars22.20%
- 3 stars4.57%
- 2 stars0.80%
- 1 star0.53%
来自FMRI 基础 1的热门评论
It was a wonderful beginning to a topic details of which were unknown to me. Thank you to both the instructors for making the videos crisp, informative and understandable. Thank you very much.
Heavier on the statistics than I expected, but that's not a bad thing. A sort of wake-up call that I need to brush up on my biostatistics background.
Really lots of new knowledge,But not exactly not relevent from my field but learn alot new things that very helpfull for my further study.Thank you COURSERA for upgrade my knowledge.
A very well structured course starting from the basics of fMRI. It is of great help in understanding what goes into fMRI analysis
关于 Neuroscience and Neuroimaging 专项课程
This specialization combines the strength of 4 different neuroscience courses into a cohesive learning experience. Taught by Johns Hopkins University, it begins with fundamental neuroscience concepts for neuroimaging. Neuroimaging methods are used with increasing frequency in clinical practice and basic research. Starting with the neuroanatomy of the brain, it then moves into principles of neuroimaging, including experimental design in neuroimaging, functional connectivity MRI, diffusion tensor imaging and spectroscopy imaging.
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