26-30 July 2026

EMBC 2026

Toronto, Canada
Th.1.4: Brain Network Analysis and Neuroimaging Biomarkers
Thursday, 30 July, 08:30 - 10:00
Location: Room 716B
Session Type: Oral
Session Co-Chairs: Georgios Mitsis and Mengcong Li
Theme 2: Biomedical Imaging and Image Processing
Thu, 30 Jul, 08:30 - 08:45

Th.1.4.1: EFFICIENT BRAIN NETWORK ESTIMATION WITH SPARSE ICA IN NON-HUMAN PRIMATE NEUROIMAGING

Qiang Li, Liang Ma, Masoud Seraji, Georgia State University; Shujian Yu, Vrije Universiteit Amsterdam; Yun Wang, Emory University; Jingyu Liu, Vince D. Calhoun, Georgia State University
Thu, 30 Jul, 08:45 - 09:00

Th.1.4.2: IDENTIFYING EEG COHERENCE PATTERNS AS BIOMARKERS FOR CHRONIC MUSCULOSKELETAL PAIN

Edward Lannon, Stanford University; Hyeonseok Kim, Cincinnati Children's Hospital; Gadi Gilam, Hebrew University of Jerusalem; Dokyoung You, The University of Oklahoma; Sharon Naparstek, Bar-Ilan University; Sanggyun Kim, Seoul Cyber University; Omar Altirkawi, Stanford University; Russell Toll, UT Southwestern; Makoto Miyakoshi, Cincinnati Children's Hospital; Amit Etkin, Alto Neuroscience; Beth Darnall, Sean Mackey, Stanford University
Thu, 30 Jul, 09:00 - 09:15

Th.1.4.3: RESTING STATE BRAIN NETWORKS IN SCHIZOPHRENIA SHOW DIMINISHED SPATIAL DYNAMICS AND ABERRANT SPATIAL COMPLEXITY

Krishna Pusuluri, Armin Iraji, Vince Calhoun, Tri‐Institutional Center for Translational Research in Neuroimaging and Data Science
Thu, 30 Jul, 09:15 - 09:30

Th.1.4.4: FULL DYNAMIC VERSUS DISCREPANCY-BALANCED EVOLUTION MODEL FOR STANDARDIZED KALMAN FILTERING IN EEG BRAIN SOURCE RECONSTRUCTION

Dilshanie Prasikala, Joonas Lahtinen, Arash Zarrin Nia, Babatunde Abdullahi Olatunji, Alexandra Koulouri, Sampsa Pursiainen, Tampere University
Thu, 30 Jul, 09:30 - 09:45

Th.1.4.5: A 3D Brain Geometry Toolkit for Multisite Neuroimaging Analysis

Yanghee Im, Melody J.Y. Kang, Imaging Genetics Center, University of Southern California, Marina del Rey, CA, USA; Boris A. Gutman, Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, IL, USA; Pravesh Parekh, Diliana Pecheva, Anders M. Dale, Center for Multimodal Imaging and Genetics, J. Craig Venter Institute, La Jolla, CA, USA; Ole A. Andreassen, Centre for Precision Psychiatry, Division of Mental Health and Addiction, University of Oslo and Oslo University Hospital, Oslo, Norway; Paul M. Thompson, Christopher R.K. Ching, Imaging Genetics Center, University of Southern California, Marina del Rey, CA, USA
Thu, 30 Jul, 09:45 - 10:00

Th.1.4.6: DECODING REPRODUCIBLE FUNCTIONAL CONNECTIVITY NETWORKS IN THE FREQUENCY DOMAIN WITH DEEP LEARNING AND LARGE LANGUAGE MODELS

Arif Hassan Zidan, Augusta University; Yu Bao, James Madison University; Tianming Liu, University of Georgia; Wei Zhang, Augusta University