3 papers
cs.AI2026
MedImageOSWorld: Benchmarking GUI Agents for Medical Image Consoles
Ziyang Long, Xinqi Li, Lujing Xing +1
Graphical consoles offer a practical interface for medical acquisition assistance, allowing agents to work through the controls and visual feedback used by human operators. Reliabl…
eess.IV2026
BCER Agent: Reliable Long-Horizon MRI Workflow Execution via Compilation, Artifact Binding, and Bounded Local Recovery
Ziyang Long, Xinqi Li, Junzhou Chen +3
Many recent medical VLM and agent studies are benchmarked on 2D images or comparatively short tool-calling exchanges, whereas real MRI analysis typically demands long, interdepende…
eess.IV2025
Groupwise Registration with Physics-Informed Test-Time Adaptation on Multi-parametric Cardiac MRI
Xinqi Li, Yi Zhang, Li-Ting Huang +5
Multiparametric mapping MRI has become a viable tool for myocardial tissue characterization. However, misalignment between multiparametric maps makes pixel-wise analysis challengin…