Signals shaping
health AI.
A focused stream of research, industry developments and ideas selected for people building the future of health.
Research and developments, with a clear point of view.

NHS Hospitals Implement AI Tool to Anticipate A&E Demand
NHS hospitals in England are using an AI tool to predict A&E demand, improving...

10 Ways to Improve Your Use of Artificial Intelligence in Inborn Errors of Immunity.
Exploring AI's role in inborn errors of immunity: 10 actionable strategies for enhanced diagnosis...

Precision and safety advantages of ultrasound-guided nerve blocks in geriatric anesthesia: current status and future prospects.
Ultrasound-guided nerve blocks enhance geriatric anesthesia precision, reduce complications, and support ERAS protocols. 📈💉

Non-healthcare and healthcare professionals’ attitudes towards behaviors of anorexia: A qualitative analysis of Chinese social media content.
Exploring attitudes on anorexia in China: 1,099 comments analyzed reveal healthcare gaps. 📊🧠

Factors associated with the experience of AI tools for creating health education materials: cross-sectional study using an extended UTAUT model.
AI tools in health education: 45.4% of medical students use them. Key factors: social...

Weekly Health & AI Digest – January 05, 2026
Here are the latest breakthroughs in health & AI (January 05, 2026 week) 🔹...

Characterizing immune cell profiles of patients with rheumatoid arthritis in Taiwan using artificial intelligence-based cytometric approaches.
AI identifies 16 immune cell subsets in rheumatoid arthritis with 100% sensitivity and specificity....

Large Language Model-Based Virtual Patient Systems for History-Taking in Medical Education: Comprehensive Systematic Review.
Exploring LLMs in Medical Education: 39 studies reveal strong performance but limited multimorbidity representation....

Developing ultrasound-based machine learning models for accurate differentiation between sclerosing adenosis and invasive ductal carcinoma.
Machine learning enhances ultrasound accuracy in distinguishing sclerosing adenosis from invasive ductal carcinoma. 📊🔍
