Fusion of Multi-Modal Neuroimaging Data and Association With Cognitive Data

• Published in: 2023 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) pp. 1 - 5
• Main Authors: LoPresto, Mark D., Akhonda, M. A. B. S., Calhoun, Vince D., Adali, Tulay
• Format: Conference Proceeding
• Language: English
• Published: IEEE 04.06.2023
• Subjects: Blind source separation; Cognition; Conferences; Data Fusion; Independent Vector Analysis; Mental disorders; MRI; Neuroimaging; Precision medicine; Psychological Assessment; Signal processing

Efforts to develop a deeper understanding of the human brain benefit from the joint analysis (fusion) of multiple sources of data to exploit the complementary information in each modality. A number of Blind Source Separation (BSS) techniques have been developed for data-driven analysis and fusion of...