26-30 July 2026

EMBC 2026

Toronto, Canada
We.2.4: AI-Based Imaging for Abdominal Disease Risk Stratification
Wednesday, 29 July, 11:30 - 13:00
Location: Room 716B
Session Type: Oral
Session Co-Chairs: Xiaoxiao Sun and AmirHossein Haji Mohammad Rezaei
Theme 2: Biomedical Imaging and Image Processing
Wed, 29 Jul, 11:30 - 11:45

We.2.4.1: Ultrasound-Based Prediction of Cirrhosis Decompensation Using Large-Scale Computer Vision Models
Guangyi Zhang, Peiyun Ni, Eugene Cheah, Rajat Chandra, Peng Guo, Raymond Chung, Anthony Samir, Massachusetts General Hospital
Wed, 29 Jul, 11:45 - 12:00

We.2.4.2: ADAPTIVE SPATIOTEMPORAL FUSION OF DUAL-MODAL ULTRASOUND VIDEOS FOR RECURRENCE RISK PREDICTION
Haoyan Zhang, Institute of Automation, Chinese Academy of Sciences; Ping Liang, Jie Yu, Ultrasound, Chinese PLA General Hospital; Jie Tian, Beihang University; Xin Yang, Kun Wang, Institute of Automation, Chinese Academy of Sciences
Wed, 29 Jul, 12:00 - 12:15

We.2.4.3: Development and Evaluation of Ultrasound Image Learning Pipelines for MASLD Risk Stratification
Guangyi Zhang, Xiaohong Wang, Eugene Cheah, Peng Guo, Massachusetts General Hospital; Brian Telfer, MIT Lincoln Laboratory; Theodore Pierce, Anthony Samir, Massachusetts General Hospital
Wed, 29 Jul, 12:15 - 12:30

We.2.4.4: MT-Adapter: Parameter-Efficient Multi-Scale Temporal Adapter for Surgical Action Triplet Recognition
Shimei Wang, Binghao Ye, Chinese Academy of Sciences; Ziyi Shen, Southern Medical University; Xudong Yan, City University of Macau; Yushi Liu, Chongqing University; Jing Xiong, Lei Wang, Chinese Academy of Sciences
Wed, 29 Jul, 12:30 - 12:45

We.2.4.5: MR-Mamba: Exploring the hybrid Mamba-Transformer architecture with high-frequency recovery for MRI reconstruction
Kai Tong, Jingwei Guan, Xingjian Tang, Junjie Wu, Shenzhen Technology University; Youmei Zhang, Qilu University of Technology; Xingyu Zeng, Shenzhen University of Advanced Technology
Wed, 29 Jul, 12:45 - 13:00

We.2.4.6: GATED TRANSFORMER FOR BLASTOCYST FORMATION PREDICTION
Niclas Wolner-Hanssen, Halmstad University; Zahra Asghari Varzaneh, Reza Khoshkangini, Malmo University; Thomas Ebner, Kepler Universitätsklinikum GmbH