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.

Enhanced Regulatory Collaboration Between UK and US on Medical Technologies
UK and US enhance collaboration on medical technologies, aiming for quicker patient access to...

Smart hydrogels for overcoming cancer multidrug resistance.
Smart hydrogels target cancer multidrug resistance by remodeling tumor ecosystems, enhancing drug delivery, and...

Machine learning-based computational validation of the Addictions Neuroclinical Assessment framework in relation to hazardous drinking.
Machine learning validates Addictions Neuroclinical Assessment framework for hazardous drinking: key insights on incentive...

Dementia Trials Accelerator Begins Participant Recruitment
Dementia Trials Accelerator starts recruiting participants for clinical trials, aiming to enhance research efforts....

The power, potential of real-world data in randomized controlled trials: proceedings from a multistakeholder think tank.
Exploring real-world data's role in RCTs: enhancing recruitment, safety, and regulatory approval. 🤝📊

Concerns Over Palantir Staff Accessing NHS Email Accounts
Concerns arise as NHS staff report Palantir engineers accessing NHS email accounts. ⚠️ This...

From non-agentic large language models to multi-agent systems in emergency medicine: a scoping review.
Exploring LLMs in emergency medicine: 35 studies reveal gaps in workflow integration and evaluation...

AI Model Predicts Outcomes of Hip Replacement Surgery
AI predicts hip replacement surgery outcomes, aiding patient care. In 2024, 200,000 surgeries performed...

Code-Based Versus AutoML Methods for Pill Recognition in Clinical Settings: Comparative Performance Study.
Pill recognition accuracy varies: YOLO11 (80.83%) vs. Google Vertex AI (91.60%). Cost and performance...
