Domain adapted brain network fusion captures variance related to pubertal brain development and mental health

• Published in: Nature communications Vol. 14; no. 1; pp. 6698 - 10
• Main Authors: Kraft, Dominik, Alnæs, Dag, Kaufmann, Tobias
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 23.10.2023; Nature Publishing Group; Nature Portfolio
• Subjects: 59/57; 631/378/116; 631/378/2649; 631/477; Adaptation; Adolescent; Adolescents; Brain; Brain - diagnostic imaging; Brain research; Charts; Cognitive development; Datasets; Humanities and Social Sciences; Humans; Longitudinal Studies; Machine learning; Medical imaging; Mental disorders; Mental Health; multidisciplinary; Neuroimaging; Phenotypes; Psychopathology; Puberty; Science; Science (multidisciplinary); Similarity

Puberty demarks a period of profound brain dynamics that orchestrates changes to a multitude of neuroimaging-derived phenotypes. This complexity poses a dimensionality problem when attempting to chart an individual’s brain development over time. Here, we illustrate that shifts in subject similarity...