AI in Healthcare

The latest on artificial intelligence transforming medicine

News stories discovered and organized by an automated pipeline. Covering clinical deployments, research breakthroughs, regulation, and industry developments.

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researchFrontiers

Frontiers Guide Tries to Professionalize Prompt Engineering for Health Research

Frontiers has published a structured framework for prompt engineering across the scientific process, aimed at helping health and medical researchers use generative AI more responsibly. The guide reflects a broader shift from ad hoc prompting to more disciplined, auditable workflows.

prompt engineeringgenerative AIresearch methodsreproducibility
research

Prompt Engineering Improves Symptom Detection, but Also Exposes How Fragile Medical LLM Performance Can Be

New reporting suggests that prompting techniques can improve large language model performance in symptom detection tasks. The finding is encouraging, but it also underlines a deeper issue: clinically relevant AI behavior may depend heavily on interface design rather than stable underlying reasoning.

Let's Data Science
prompt engineeringsymptom detectionllms
research

Persona Prompting Study Shows How Time Pressure and Safety Framing Can Steer Simulated Clinical Reasoning

A Cureus in silico experiment examines how persona-style prompts affect AI-simulated clinical reasoning under time pressure and safety prioritization. The study adds to a growing body of work suggesting that seemingly simple prompt choices can materially change medical output, with implications for evaluation, governance, and deployment.

Cureus
LLMsclinical reasoningprompt engineering

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