help > Conn Sub band frequency
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Oct 22, 2020 05:10 PM | jos
Conn Sub band frequency
Hi Alfonso
First of all thank you to the team for making such a wonderful toolbox.
I have few queries regarding denoising and frequency decomposition.
I ran Conn analysis to check for any frequency dependent effects on a particular patient group ( with filter bank n =4, which created four additional frequency bands in the Condition set up. After analyzing the results, I could see there are newer and useful fmri activations seen in each of the four conditions created than that were seen in the original frequency band ( default frequency 0.008Hz - 0.09Hz). I also ran analysis with filter bank n = 3 and 5. As the conditions increases, I have more number of unique activations which could not be seen when the original rest condition frequency alone was applied. My doubts are :
1. Can this technique be seen as an advantage and reported as better method compared to the original full band frequency ( i.e , no decomposition)?
2. Could the frequency decomposition technique with discrete cosine transformation used in conn be attributed to this?. Is there any article which explains the use of sub band coding using DCT in conn which could be cited?
3. Could Frequency decomposition into equal bands by dct be interpreted as a better approach in our study ? Or could this be some noise / artifacts or other phenomena we are not aware of?
Your valuable suggestion and advice is highly appreciated.
Thanks
Jos
First of all thank you to the team for making such a wonderful toolbox.
I have few queries regarding denoising and frequency decomposition.
I ran Conn analysis to check for any frequency dependent effects on a particular patient group ( with filter bank n =4, which created four additional frequency bands in the Condition set up. After analyzing the results, I could see there are newer and useful fmri activations seen in each of the four conditions created than that were seen in the original frequency band ( default frequency 0.008Hz - 0.09Hz). I also ran analysis with filter bank n = 3 and 5. As the conditions increases, I have more number of unique activations which could not be seen when the original rest condition frequency alone was applied. My doubts are :
1. Can this technique be seen as an advantage and reported as better method compared to the original full band frequency ( i.e , no decomposition)?
2. Could the frequency decomposition technique with discrete cosine transformation used in conn be attributed to this?. Is there any article which explains the use of sub band coding using DCT in conn which could be cited?
3. Could Frequency decomposition into equal bands by dct be interpreted as a better approach in our study ? Or could this be some noise / artifacts or other phenomena we are not aware of?
Your valuable suggestion and advice is highly appreciated.
Thanks
Jos