2 papers
cs.CV2026
Homogeneous Semantic Alignment and Hierarchical Expert Routing for Radiology Report Generation
Erjian Zhang, Jiayuan Ma, Liejun Wang +3
Radiology report generation (RRG) aims to convert medical images into diagnostic texts to assist in clinical decision-making and alleviate the workload of physicians. Although exis…
cs.LG2026
The Double Dilemma in Multi-Task Radiology Report Generation: A Gradient Dynamics Analysis and Solution
Erjian Zhang, Yatong Hao, Liejun Wang +1
While multi-task learning based automatic radiology report generation (RRG) is widely adopted to ensure clinical consistency, most focus on architectural designs yet remain limited…