Technical Program
SS-L3: Signal Processing Approaches for the Integration of Multiscale Heterogeneous Biomedical Data |
| Session Type: Lecture |
| Time: Monday, March 6, 16:00 - 18:00 |
| Location: Grand Salon 21 |
| Session Chairs: Yu-Ping Wang, Tulane University and Sergey Plis, The Mind Research Network |
| SS-L3.1: EVALUATION OF WEIGHT SPARSITY REGULARIZION SCHEMES OF DEEP NEURAL NETWORKS APPLIED TO FUNCTIONAL NEUROIMAGING DATA |
| Hyun-Chul Kim; Korea University |
| Jong-Hwan Lee; Korea University |
| SS-L3.2: A DEEP-LEARNING APPROACH TO TRANSLATE BETWEEN BRAIN STRUCTURE AND FUNCTIONAL CONNECTIVITY |
| Vince D. Calhoun; The Mind Research Network |
| Md Faijul Amin; The Mind Research Network |
| Devon Hjelm; The Mind Research Network |
| Eswar Damaraju; The Mind Research Network |
| Sergey Plis; The Mind Research Network |
| SS-L3.3: FUSED ESTIMATION OF SPARSE CONNECTIVITY PATTERNS FROM REST FMRI |
| Pascal Zille; Tulane University. |
| Vince D. Calhoun; The Mind Research Network. Department of Electrical and Computer Engineering, The University of New Mexico. |
| Julia M. Stephen; The Mind Research Network |
| Tony W. Wilson; University of Nebraska Medical Center |
| Yu-Ping Wang; Tulane University |
| SS-L3.4: TWO MODELS FOR FUSION OF MEDICAL IMAGING DATA: COMPARISON AND CONNECTIONS |
| Yuri Levin-Schwartz; University of Maryland, Baltimore County |
| Vince D. Calhoun; The Mind Research Network |
| Tülay Adali; University of Maryland, Baltimore County |
| SS-L3.5: NETWORK-BASED GENOME WIDE STUDY OF HIPPOCAMPAL IMAGING PHENOTYPE IN ALZHEIMER'S DISEASE TO IDENTIFY FUNCTIONAL INTERACTION MODULES |
| Xiaohui Yao; Indiana University |
| Jingwen Yan; Indiana University |
| Shannon Risacher; Indiana University |
| Jason Moore; University of Pennsylvania |
| Andrew Saykin; Indiana University |
| Li Shen; Indiana University |
| SS-L3.6: LEARNING DISCRIMINATIVE FEATURES FROM ELECTROENCEPHALOGRAPHY RECORDINGS BY ENCODING SIMILARITY CONSTRAINTS |
| Sebastian Stober; University of Potsdam |