Jia-Ning Qiu

CaseWeaver: A Multi-Agent Framework for Multimodal Virtual Clinical Case Generation

CaseWeaver is introduced, a multi-agent framework built around a timeline-anchored Latent Clinical Case Graph (LCCG) that organizes patient context, latent disease states, clinical events, and expected observations in a shared patient-level representation, and outperformed general-model and agentic-workflow baselines o...