See my recommendation below.

Matt.

From: "Rakib Al-Fahad (ralfahad)" 
<ralfa...@memphis.edu<mailto:ralfa...@memphis.edu>>
Date: Wednesday, December 19, 2018 at 5:46 PM
To: Matt Glasser <glass...@wustl.edu<mailto:glass...@wustl.edu>>, 
"HCP-Users@humanconnectome.org<mailto:HCP-Users@humanconnectome.org>" 
<HCP-Users@humanconnectome.org<mailto:HCP-Users@humanconnectome.org>>
Subject: Re: [HCP-Users] Time series data

Matt,

I agree with your pint.

My specialization is in signal processing and machine learning. I am not sure 
about ICA based time series. If we consider 100 ICA components, how can we 
define each node name for graph theoretical measures? For example, the paper 
‘Chronnectomic patterns and neural flexibility underlie executive function” 
[Jason et al. NeuroImage 147 (2017): 861-871] talked about 100 components. They 
define DNN, subcortical, frontal, etc. networks. Can you give me any reference 
that can guide which component belongs to which network or how to name them?

If somehow, I discover connectivity between Component_1 and Component_3 is 
significantly related to some behavior, how can I express it in neuroscience 
term? I believe my question is clear now.


Thanks
Rakib

From: "Glasser, Matthew" <glass...@wustl.edu<mailto:glass...@wustl.edu>>
Date: Wednesday, December 19, 2018 at 5:28 PM
To: "Rakib Al-Fahad (ralfahad)" 
<ralfa...@memphis.edu<mailto:ralfa...@memphis.edu>>, 
"HCP-Users@humanconnectome.org<mailto:HCP-Users@humanconnectome.org>" 
<HCP-Users@humanconnectome.org<mailto:HCP-Users@humanconnectome.org>>
Subject: Re: [HCP-Users] Time series data

What neuroscience questions are ICA timeseries unable to answer?  Particularly 
that gyral/sulcal folding-based parcellation would be able to answer?  If you 
want a neuroanatomical parcellation into cortical areas, this is available here:

https://balsa.wustl.edu/file/show/3VLx

Matt.

From: 
<hcp-users-boun...@humanconnectome.org<mailto:hcp-users-boun...@humanconnectome.org>>
 on behalf of "Rakib Al-Fahad (ralfahad)" 
<ralfa...@memphis.edu<mailto:ralfa...@memphis.edu>>
Date: Wednesday, December 19, 2018 at 4:40 PM
To: "HCP-Users@humanconnectome.org<mailto:HCP-Users@humanconnectome.org>" 
<HCP-Users@humanconnectome.org<mailto:HCP-Users@humanconnectome.org>>
Subject: [HCP-Users] Time series data

Hello All,

I want to analyze time series data and dynamic brain connectivity from rfMRI 
data. I don’t want to use ICA based time series because they cannot answer lot 
of neuroscience question. I prefer ROI based analysis. A 45+ ROI template would 
be useful (e.g. FreeSurfer template). Is it possible to use workbench on 
processed data to extract ROI based time series, or I have to run FreeSurfer on 
data? Please help me with some guidance and reference.

[M logo]

Rakib Al-Fahad
Ph.D. Candidate
Electrical and Computer Engineering
The University of Memphis
901.279.4128




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