Yifan Qi

HealthFlow: automating electronic health record analysis via a strategically self-evolving multi-agent framework

Electronic health records (EHRs) are a rich source of real-world clinical data, but turning them into valid analyses remains slow, brittle, and expert-intensive. Although recent AI agents can answer medical questions and use tools, automating full EHR workflows remains difficult because small planning or execution erro...