BISP-P32: Machine learning for human brain understanding
Poster
Fri, 8 May, 09:00 - 11:00
Location: Poster Area 41
Session Type: Poster
Track: Biomedical Signal and Image Processing [BI]
Click the to view the manuscript on IEEE Xplore Open Preview

BISP-P32.1: NeuroBRIDGE: Behavior-Conditioned Koopman Dynamics with Riemannian Alignment for Early Substance Use Initiation Prediction from Longitudinal Functional Connectome
Badhan Mazumder, Sir-Lord Wiafe, Vince Calhoun, Dong Hye Ye, Georgia State University, United States of America

BISP-P32.2: INTERVAL-AWARE RETRIEVAL FRAMEWORK FOR SPEECH-BASED AUTOMATIC ALZHEIMER’S DETECTION
mingyang gu, Tianjin University, China; zunsheng tan, kai li, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China; Xiaobao Wang, bin wen, tianrui wang, Gaoyan Zhang, Tianjin University, China; jianwu dang, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, China

BISP-P32.3: ADAPTING HFMCA TO GRAPH DATA: SELF-SUPERVISED LEARNING FOR GENERALIZABLE FMRI REPRESENTATIONS
Jakub Frąc, Alexander Schmatz, VU Amsterdam, Netherlands; Qiang Li, Georgia State University, United States of America; Guido Van Wingen, Amsterdam UMC, Netherlands; Shujian Yu, Vrije Universiteit Amsterdam, Netherlands

BISP-P32.4: ADAPTIVE TOKEN-SPARSE CNN-TRANSFORMER (ATS-CT) FOR MULTI-CENTER FDG-PET DIFFERENTIAL DIAGNOSIS OF PARKINSONIAN DISORDERS
Xing Wu, Fei Huang, Jiehui Jiang, Shanghai University, China; Chuantao Zuo, Huashan Hospital, Fudan University, China; Quan Qian, Shanghai University, China

BISP-P32.5: DSGPNet: Graph Propagation Network Based on Dynamic Tracking and Static Synchronization for Brain Disorder Identification
Manman Yuan, Ting Xu, Can Yin, Yinghe Liu, Jiacheng Wang, Inner Mongolia University, China; Yan Zhao, Inner Mongolia Autonomous Region People's Hospital, China

BISP-P32.6: Domain-Informed Independent Vector Analysis for multisubject fMRI analysis
Lucas Gois, Federal University of ABC, Brazil; Hanlu Yang, Trung Vu, Erdem Kumbasar, University of Maryland, Baltimore County, United States of America; Denis Fantinato, Universidade Estadual de Campinas, Brazil; Aline Neves, Federal University of ABC, Brazil; Vince Calhoun, Tri-Institutional Georgia State University/Georgia Institute of Technology/Emory University Center, United States of America; Tülay Adali, University of Maryland, Baltimore County, United States of America

BISP-P32.7: A LIKELIHOOD APPROACH FOR THE PREDICTION OF BRAIN STATES DURING MULTISTABLE PERCEPTION
Toufic Antoury, Juliette Lenouvel, University of Grenoble Alpes, CNRS, GIPSA-lab, France; Alan Chauvin, University of Grenoble Alpes, France; Ronald Phlypo, University of Grenoble Alpes, CNRS, GIPSA-lab, France

BISP-P32.8: GCAF-NET: GEOMETRY-INFORMED CROSS-ATTENTION FUSION GRAPH NEURAL NETWORK FOR EEG-BASED DIAGNOSIS OF ALZHEIMER’S DISEASE AND FRONTOTEMPORAL DEMENTIA
Shiang Hu, Xiaoliang Sheng, Yifan Hu, Fei Ruan, Juan Hou, Zhao Lv, Anhui University, China; Pedro Antonio Valdes Sosa, University of Electronic Science and Technology of China, China

BISP-P32.9: IMPROVING MULTIMODAL BRAIN ENCODING MODEL WITH DYNAMIC SUBJECT-AWARENESS ROUTING
Xuanhua Yin, Runkai Zhao, Weidong Cai, University of Sydney, Australia

BISP-P32.10: BRAIN FUNCTIONAL EVOLUTION IN ADHD SUBTYPES VIA CONTRASTIVE LEARNING
Yuan Gao, Jiahao Gao, Yibin Tang, Aimin Jiang, Hohai University, China; Ying Chen, Changzhou University, China

BISP-P32.11: DOES DIRECTIONALITY MATTER? GRANGER CAUSALITY MEETS GRAPH NEURAL NETWORKS FOR FMRI-BASED MENTAL DISORDER DIAGNOSIS
Zonghuan Liu, National University of Singapore, Singapore; Shujian Yu, Vrije University Amsterdam, Netherlands