help
help > RE: How is Spatial match to template correlation value calculated?
Aug 19, 2021 03:08 PM | Yunmeng Zhu
RE: How is Spatial match to template correlation value calculated?
Originally posted by Tsvetoslav Ivanov:
Do you have any idea what is the exact criteria (e.g. a value of correlation coefficient) that CONN use to draw the red squares (the size of the red square)?
Thank you!
I found a paper by Grecius et. al. (2004)
"Default-mode network activity distinguishes Alzheimer's disease
from healthy aging: Evidence from functional MRI", which seems to
provide an explanation of spatial correlation:
"Next, a template of the default-mode network was used to select the "best-fit" of the remaining low-frequency components in each subject. To do this, we developed a nonlinear template-matching procedure that involved taking the average z score of voxels falling within the template minus the average z score of voxels outside the template and selecting the component in which this difference (the goodness of fit) was the greatest. z scores here reflect the degree to which a given voxel's time series correlates with the time series corresponding to the specific ICA component."
The paper has been cited close to 3500 times so I suppose it serves as a guide in the lierature. Is this the approach adopted by CONN? I have searched in the forum and could only find this question from last year, which was unaswered.
Hello,"Next, a template of the default-mode network was used to select the "best-fit" of the remaining low-frequency components in each subject. To do this, we developed a nonlinear template-matching procedure that involved taking the average z score of voxels falling within the template minus the average z score of voxels outside the template and selecting the component in which this difference (the goodness of fit) was the greatest. z scores here reflect the degree to which a given voxel's time series correlates with the time series corresponding to the specific ICA component."
The paper has been cited close to 3500 times so I suppose it serves as a guide in the lierature. Is this the approach adopted by CONN? I have searched in the forum and could only find this question from last year, which was unaswered.
Do you have any idea what is the exact criteria (e.g. a value of correlation coefficient) that CONN use to draw the red squares (the size of the red square)?
Thank you!
Threaded View
| Title | Author | Date |
|---|---|---|
| doora | Jun 25, 2019 | |
| Yunmeng Zhu | Aug 19, 2021 | |
| premurax | Aug 4, 2020 | |
| premurax | Aug 12, 2020 | |
| Yunmeng Zhu | Aug 19, 2021 | |
| Federico Zanella | Jun 30, 2022 | |
