Cape Town - 2026 ISMRM-ISMRT Annual Meeting and Exhibition
9 May 2026 – 14 May 2026 · Cape Town, South Africa
507-04-010 ISMRM Abstract

Anatomy-Aware Dynamic Causal Enhancement: A 3D-Capable Framework for Clinically Compatible Single-Source Medical Segmentation

Primary: Physics & Engineering - Multimodal
Secondary: Analysis Methods - Segmentation and Detection
507-04-010 · Advanced Segmentation in MRI Across Scales and Domains · Wednesday, 13 May, 4:00 PM–5:50 PM · Meeting Room 1.40
Keywords: Anatomy-Aware Dynamic Causal Augmentation (AADCA) Medical Image Segmentation Single-source Domain Generalization Anatomical Prior Integration Dynamic Causal Intervention
Accepted
Yixiong Shi1,2, Fuhua Yan2,3,4,5
1The University of Sydney, Sydney, Australia
2Institute for Medical Imaging Technology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
3Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, China
4College of Health Science and Technology, Shanghai Jiao Tong University School of Medicine, Shanghai, China
5Department of Radiology, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
Presenting Author: Jiekai Zhu

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References

1. https://doi.org/10.1109/TMI.2022.3224067 [doi]

Cite this abstract

http://echo.ismrm.org/p/ISMRM2026/507-04-010