NEUROMARK DFNC PATTERNS: A FULLY AUTOMATED PIPELINE TO ESTIMATE SUBJECT-SPECIFIC STATES FROM RS-FMRI DATA VIA CONSTRAINED ICA OF DFNC IN +100K SUBJECTS

• Published in: bioRxiv
• Main Authors: Esfahani, M Moein, Esaulov, Vladislav, Venkateswara, Hemanth, Calhoun, Vince
• Format: Journal Article Paper
• Language: English
• Published: United States Cold Spring Harbor Laboratory Press 02.02.2025; Cold Spring Harbor Laboratory
• Edition: 1.1
• Subjects: Bioengineering; Brain mapping; Datasets; Functional magnetic resonance imaging; Neural networks; Therapeutic applications; constrained ICA; dFNC; schizophrenia; ICN; spatial templates; rs-fMRI

Resting-state functional MRI (rs-fMRI) provides valuable insights into brain function during rest, but faces challenges in clinical applications due to individual differences in functional connectivity. While Independent Component Analysis (ICA) is commonly used, it struggles to balance individual v...