Prioritizes prospective evidence showing whether AI systems improve clinical workflow, decision quality, safety, access, and patient-centered outcomes.

A large pragmatic Nature Medicine trial shows that AI worklist prioritization can shorten report time yet still fail to move downstream CT, diagnosis, treatment, or staging outcomes.

LungIMPACT CXR AI prioritization trial

LungIMPACT randomized trial finds chest X-ray AI prioritization did not accelerate lung cancer diagnosis

A co-designed LLM preassessment workflow reduced specialist consultation time and improved perceived care coordination without requiring staff assistance.

PreA LLM specialist-transition RCT

LLM chatbot for primary-to-specialist care transitions tested in a randomized trial

Prospective AI trials, workflow integration, clinician-AI collaboration, safety, bias, and implementation science.

医学 AI 与临床决策支持

Latest Daily Literature Reports

LungIMPACT randomized trial finds chest X-ray AI prioritization did not accelerate lung cancer diagnosis

LLM chatbot for primary-to-specialist care transitions tested in a randomized trial