Neurohacking describes how to use the R programming language (https://cran.r-project.org/) and its associated package to perform manipulation, processing, and analysis of neuroimaging data. We focus on publicly-available structural magnetic resonance imaging (MRI). We discuss concepts such as inhomogeneity correction, image registration, and image visualization.
本课程是 Neuroscience and Neuroimaging 专项课程 专项课程的一部分
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第 4 门课程（共 4 门）
中级
完成时间大约为18 小时
英语（English）
字幕：法语（French）, （欧洲人讲的）葡萄牙语, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
您将获得的技能
Image ProcessingBrainR ProgrammingNeurology
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可分享的证书
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100% 在线
立即开始，按照自己的计划学习。
第 4 门课程（共 4 门）
中级
完成时间大约为18 小时
英语（English）
字幕：法语（French）, （欧洲人讲的）葡萄牙语, 俄语（Russian）, 英语（English）, 西班牙语（Spanish）
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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.
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完成时间为 1 小时
Introduction
完成时间为 1 小时
3 个视频 （总计 30 分钟）, 1 个阅读材料, 1 个测验
完成时间为 4 小时
Neuroimaging: Formats and Visualization
In this section, we will discuss different formats that brain images come in, as well as some of the commonly done magnetic resonance imaging (MRI) scans.
完成时间为 4 小时
7 个视频 （总计 74 分钟）
完成时间为 6 小时
Image Processing
In this section, we will discuss the steps done to process brain MRI data. We will discuss inhomogeneity correction, brain extraction or skull stripping, and various image registration techniques.
完成时间为 6 小时
9 个视频 （总计 71 分钟）
完成时间为 7 小时
Extended Image Processing
In this section, we will discuss the different types of registration and how one would go through processing a multi-sequence MRI scan, as well as wrapper functions that make the process much easier. We also cover interactive exploration of brain image data and tissue-level (white/gray matter and cerebrospinal fluid (CSF)) segmentation from a T1-weighted image.
完成时间为 7 小时
11 个视频 （总计 101 分钟）, 1 个阅读材料, 10 个测验
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来自INTRODUCTION TO NEUROHACKING IN R的热门评论
由 BR 提供Feb 8, 2017
I like that this course goes through most necessary steps, my only suggest would be to have one additional week where you go through everything all together, and then do some simple group analysis.
由 SJ 提供May 7, 2019
Thank you for the wonderful course. Especially useful when the team explains every new line of code. As a current undergraduate and aspiring neuroscience researcher, this is tremendously helpful.
由 SG 提供Aug 28, 2020
The process of downloading packages on the virtual machine was very tiring. The documentation of it could have been provided more nicely. Like I was not aware about the 'sudo...'on LINUX.
由 AN 提供Jul 17, 2017
Perfect! Precise to the subject and provides a lot of hands-on details, which is, unfortunately, something that most other similar courses don't do. Absolutely loved it!
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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