Balancing Data Quality and Bias: Investigating Functional Connectivity Exclusions in the Adolescent Brain Cognitive Development℠ (ABCD Study) Across Quality Control Pathways - Peverill, Matthew; Russell, Justin D.; Keding, Taylor J.; Rich, Hailey M.; Halvorson, Max A.; King, Kevin M.; Birn, Rasmus M.; Herringa, Ryan J. (Human brain mapping, 2025)
Keywords: ABCD; Adolescent; Adolescent Development - physiology; Adolescents; Bias; Brain; Brain - diagnostic imaging; Brain - growth & development; Brain - physiology; Brain mapping; Brain research; Child; Cognitive development; Connectome - methods; Connectome - standards; Data Accuracy; Data acquisition; Data analysis; Data collection; Datasets; Demographic variables; Female; Functional magnetic resonance imaging; Humans; Image quality; Impact analysis; Intellectual development; Magnetic resonance imaging; Magnetic Resonance Imaging - standards; Male; Medical imaging; Missing data; motion; Neural networks; Neuroimaging; Neurosciences; Pediatrics; Psychopathology; Quality Control; Research design; rs‐fMRI; Scanners; Variables; United States--US; rs‐fMRI; motion; quality control; ABCD; adolescents; missing data