IEEE ICASSP 2022

2022 IEEE International Conference on Acoustics, Speech and Signal Processing

7-13 May 2022
  • Virtual (all paper presentations)
22-27 May 2022
  • Main Venue: Marina Bay Sands Expo & Convention Center, Singapore
27-28 October 2022
  • Satellite Venue: Crowne Plaza Shenzhen Longgang City Centre, Shenzhen, China

ICASSP 2022
BIO-14.2

MULTI-TASK FMRI DATA FUSION USING IVA AND PARAFAC2

Isabell Lehmann, Tanuj Hasija, Peter J. Schreier, Paderborn University, Germany; Evrim Acar, Simula Research Laboratory, Norway; M.A.B.S. Akhonda, University of Maryland, Baltimore County, United States of America; Vince D. Calhoun, Tri-Institutional Georgia State University/Georgia Institute of Technology/Emory University Center, United States of America; Tülay Adali, University of University of Maryland, Baltimore County, United States of America

Session:
Neuroimaging Data Analysis

Track:
Biomedical Imaging and Signal Processing

Location:
Gather Area N

Presentation Time:
Fri, 13 May, 21:00 - 21:45 China Time (UTC +8)
Fri, 13 May, 13:00 - 13:45 UTC

Session Co-Chairs:
Moo Chung, and Jibin Wu, National University of Singapore
Presentation
Discussion
Resources
Session BIO-14
BIO-14.1: Spectral permutation test on persistence diagrams
Yuan Wang, Julius Fridriksson, University of South Carolina, United States of America; Moo Chung, University of Wisconsin - Madison, United States of America
BIO-14.2: MULTI-TASK FMRI DATA FUSION USING IVA AND PARAFAC2
Isabell Lehmann, Tanuj Hasija, Peter J. Schreier, Paderborn University, Germany; Evrim Acar, Simula Research Laboratory, Norway; M.A.B.S. Akhonda, University of Maryland, Baltimore County, United States of America; Vince D. Calhoun, Tri-Institutional Georgia State University/Georgia Institute of Technology/Emory University Center, United States of America; Tülay Adali, University of University of Maryland, Baltimore County, United States of America
BIO-14.3: Independent Vector Analysis Based Subgroup Identification from Multisubject fMRI data
Hanlu Yang, Mohammad Abu Baker Siddique Akhonda, Fatemeh Ghayyem, Qunfang Long, Tülay Adali, University of Maryland Baltimore County, United States of America; Vince Calhoun, Georgia State University, Georgia Institute of Technology, and Emory University, United States of America
BIO-14.4: IMPROVING BRAIN DECODING METHODS AND EVALUATION
Damián Pascual, Béni Egressy, Nicolas Affolter, Yiming Cai, Oliver Richter, Roger Wattenhofer, ETH Zurich, Switzerland
BIO-14.5: cMRI2SPEC: Cine MRI Sequence to Spectrogram Synthesis via a Pairwise Heterogeneous Translator
Xiaofeng Liu, Jangwon Kim, Georges El Fakhri, Jonghye Woo, Harvard Medical School, United States of America; Fangxu Xing, MGH and Harvard Medical School, United States of America; Maureen Stone, UMD, United States of America; Jerry Prince, JHU, United States of America
BIO-14.6: SPATIO-TEMPORAL ATTENTION GRAPH CONVOLUTION NETWORK FOR FUNCTIONAL CONNECTOME CLASSIFICATION
Wenhan Wang, Youyong Kong, Zhenghua Hou, Chunfeng Yang, Yonggui Yuan, Southeast University, China