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lichao312214129/lc_rsfmri_tools_matlab: resting-state fmri tools

原作者: [db:作者] 来自: 网络 收藏 邀请

开源软件名称(OpenSource Name):

lichao312214129/lc_rsfmri_tools_matlab

开源软件地址(OpenSource Url):

https://github.com/lichao312214129/lc_rsfmri_tools_matlab

开源编程语言(OpenSource Language):

Jupyter Notebook 81.0%

开源软件介绍(OpenSource Introduction):

Resting-state fmri tools on matlab

Author: Chao Li
Email: [email protected] OR [email protected]


Great news! The easylearn, a machine learning software with User friendly graphical inter face has been released: https://github.com/lichao312214129/easylearn

好消息,国内第一款免费开源的机器学习软件已经发布,只需要点击鼠标即可完成几百行代码才能完成的机器学习任务,链接如下: https://github.com/lichao312214129/easylearn

Paper-specific Codes

1. Transdiagnostic time‐varying dysconnectivity across major psychiatric disorders
NOTE. Codes are in "lc\_rsfmri\_tools\_matlab\Workstation\code\_workstation2018_dynamicFC".

  • "network_construction" is used to construct the dynamic and static networks, kmeans clustering and obtain each subject's median network of each state.

  • "stat" is used to statistical analysis, such as ANCOVA, post-hoc two-sample t- test, and get shared(common) and distinct(specific) dysconnectivity across these 3 disorders.

  • "plot" is used to plot figures for showing the results.

  • "validation" is used to validation our results.





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