Spatial patterns of the CAPs estimated from both splits are reproducible and strongly correlated with at least one of the basis CAPs.

Spatial patterns of the CAPs estimated from both splits are reproducible and strongly correlated with at least one of the basis CAPs.

<p><b>(A)</b> From left to right, the marginal distributions of <i>r</i> between all estimated CAPs (ECs) and each basis CAP (BC) from the 4-CAP basis set are illustrated using kernel density estimation. Results were obtained from the split 1 data (top) and the split 2...

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Main Author: Kangjoo Lee (11648345) (author)
Other Authors: Jie Lisa Ji (15185101) (author), Clara Fonteneau (15185104) (author), Lucie Berkovitch (12465474) (author), Masih Rahmati (11058274) (author), Lining Pan (15185110) (author), Grega Repovš (8731717) (author), John H. Krystal (9699559) (author), John D. Murray (10292226) (author), Alan Anticevic (3540146) (author)
Published: 2024
Subjects:
Medicine
Neuroscience
Biotechnology
Evolutionary Biology
Developmental Biology
Mental Health
Plant Biology
highlighting cognitive function
healthy young adults
trait neural variation
trait neural variations
general neural features
activation patterns derived
behavior vary within
activation patterns
principal variations
behavioral features
activation pattern
well understood
traits ).
substance use
subject level
quantify moment
moment changes
joint analysis
exhibit day
emotion regulation
day variability
combined analysis
behavioral phenotypes
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Summary:<p><b>(A)</b> From left to right, the marginal distributions of <i>r</i> between all estimated CAPs (ECs) and each basis CAP (BC) from the 4-CAP basis set are illustrated using kernel density estimation. Results were obtained from the split 1 data (top) and the split 2 data (bottom). Each <i>r</i> value is color-coded using a sorting algorithm to label the corresponding EC using the maximum spatial correlation with BCs. <b>(B)</b> From left to right, the marginal distributions of <i>r</i> between all estimated CAPs and each BC from the 5-CAP basis set are illustrated using kernel density estimation.</p> <p>(TIF)</p>

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