BISP-P2: Multimodal medical image fusion and analysis
Tue, 16 Apr, 13:10 - 15:10 (UTC +9)
Location: Poster Zone 2B
Session Type: Poster
Session Chair: Danilo Comminiello, Sapienza University of Rome
Track: Biomedical Imaging and Signal Processing
Click the to view the manuscript on IEEE Xplore Open Preview
 

BISP-P2.1: ENHANCING GENERALIZATION IN MEDICAL VISUAL QUESTION ANSWERING TASKS VIA GRADIENT-GUIDED MODEL PERTURBATION
Gang Liu, Hongyang Li, Zerui He, Harbin Engineering University, China; Shenjun Zhong, Monash University, Australia
 

BISP-P2.2: Symmetric Consistency with Cross-Domain Mixup for Cross-modality Cardiac Segmentation
Zhuotong Cai, Jingmin Xin, Xi'an Jiaotong University, China; Siyuan Dong, John Onofrey, Yale University, United States of America; Nanning Zheng, Xi'an Jiaotong University, China; James Duncan, Yale University, United States of America
 

BISP-P2.3: FREEZE THE BACKBONES: A PARAMETER-EFFICIENT CONTRASTIVE APPROACH TO ROBUST MEDICAL VISION-LANGUAGE PRE-TRAINING
Jiuming Qin, Che Liu, Sibo Cheng, Yike Guo, Rossella Arcucci, Imperial College London, United Kingdom of Great Britain and Northern Ireland
 

BISP-P2.4: FedMM: Federated Multi-Modal Learning with Modality Heterogeneity in Computational Pathology
Yuanzhe Peng, Jieming Bian, Jie Xu, University of Miami, United States of America
 

BISP-P2.5: PRE-POST INTERACTION LEARNING FOR BRAIN TUMOR SEGMENTATION WITH MISSING MRI MODALITIES
Linyu Xing, Mengxi Chen, Jiangchao Yao, Ya Zhang, Yanfeng Wang, Shanghai Jiao Tong University, China
 

BISP-P2.6: CT AND MRI FUSION WITH ANISOTROPIC GUIDED FILTERING
yuping huang, weisheng li, Chongqing University of Posts and Telecommunications, China; guofen wang, Chongqing Normal University, China; xiaoyu qiao, huanyu chen, Chongqing University of Posts and Telecommunications, China
 

BISP-P2.7: SAM-GUIDED ENHANCED FINE-GRAINED ENCODING WITH MIXED SEMANTIC LEARNING FOR MEDICAL IMAGE CAPTIONING
Zhenyu Zhang, Benlu Wang, Weijie Liang, Yizhi Li, Xuechen Guo, Guanhong Wang, Zhejiang University-University of Illinois Urbana-Champaign Institute, Zhejiang University, China, China; Shiyan Li, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, China, China; Gaoang Wang, Zhejiang University-University of Illinois Urbana-Champaign Institute, Zhejiang University, China, China
 

BISP-P2.8: A BI-PYRAMID MULTIMODAL FUSION METHOD FOR THE DIAGNOSIS OF BIPOLAR DISORDERS
Guoxin Wang, Zhejiang University, China; Sheng Shi, Northeastern University, China; Shan An, JD Health International Inc., China; Fengmei Fan, Beijing Huilongguan Hospital, China; Wenshu Ge, JD Health International Inc., China; Qi Wang, Northeastern University, China; Feng Yu, Zhejiang University, China; Zhiren Wang, Beijing Huilongguan Hospital, China
 

BISP-P2.9: PROMPT-BASED PERSONALIZED FEDERATED LEARNING FOR MEDICAL VISUAL QUESTION ANSWERING
He Zhu, Ren Togo, Takahiro Ogawa, Miki Haseyama, Hokkaido University, Japan
 

BISP-P2.10: Cross-Modal Synthesis of Structural MRI and Functional Connectivity Networks via Conditional ViT-GANs
Yuda Bi, Anees Abrol, Jing Sui, Vince Calhoun, Tri-institutional Center for Translational Research in Neuroimaging and Data Science @\{GSU, GATech, Emory\}, United States of America
 

BISP-P2.11: MULTIMODAL IMAGING FEATURE EXTRACTION WITH REFERENCE CANONICAL CORRELATION ANALYSIS UNDERLYING INTELLIGENCE
Ram Sapkota, Bishal Thapaliya, Pranav Suresh, Bhaskar Ray, Translational Research in Neuroimaging and Data Science (TReNDS)/Department of Computer Science, Georgia State University, Atlanta, USA, United States of America; Vince D. Calhoun, Translational Research in Neuroimaging and Data Science (TReNDS)/Department of Computer Science, Georgia State University, Atlanta, USA/School of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, USA, United States of America; Jingyu Liu, Translational Research in Neuroimaging and Data Science (TReNDS)/Department of Computer Science, Georgia State University, Atlanta, USA, United States of America

BISP-P2.12: GROUSE: A TASK AND MODEL AGNOSTIC WAVELET-DRIVEN FRAMEWORK FOR MEDICAL IMAGING
Eleonora Grassucci, Luigi Sigillo, Aurelio Uncini, Danilo Comminiello, Sapienza University of Rome, Italy