Dear Alfonso or CONN experts,
Could you please help in these 2 questions?
1- If I got it right, CONN bases its PCA for white matter on
Behzadi et al 2007, but the latter proposes the "broken stick"
method and does not specify a specific number of PCA
components.
Could you please explain the motivation to use 16
components in CONN?
2- From what I understood, the last components (from 6 to 16) might
reflect physiological noise (e.g. aliased cardiac or respiratory
signals) or scanner-related artifacts not shared across regions,
and these subtle patterns can reflect microvascular or
motion-induced effects often missed by dominant components.
Would you happen to know if there is any explanation on what the 6th, 7th and so on until the 16th might be explaining?
Thank you very much.
All best
Renzo
Threaded View
Title | Author | Date |
---|---|---|
Renzo Torrecuso | Sep 1, 2025 | |
Alfonso Nieto-Castanon | Sep 2, 2025 | |