Brain Fingerprinting-Based Community Structure

• Published in: Proceedings (International Symposium on Biomedical Imaging) pp. 1 - 4
• Main Authors: Athamnah, Sema, Aviyente, Selin
• Format: Conference Proceeding
• Language: English
• Published: IEEE 14.04.2025
• Subjects: Biomedical imaging; Brain; community detection; Feature extraction; Fingerprint recognition; fingerprinting; Functional connectivity; Functional magnetic resonance imaging; multilayer graphs; Nonhomogeneous media; Optimization; Precision medicine; Principal component analysis; signed graph; Vectors

The ability to uniquely characterize individual subjects based on their functional connectome (FC), i.e., fingerprinting, is key for progress toward precision medicine. Over the past few years, a variety of methods have been proposed for fingerprinting. While early approaches focused on using either...