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.
Impact of AI Integration on Medical Liability Perception
AI is reshaping medical practices and perceptions of liability. Legal risks may hinder its...
Development and validation of a machine learning model for predicting positive blood cultures using vital signs in ICU patients.
Machine learning predicts positive blood cultures in ICU patients using vital signs. Accuracy: AUC...
Artificial-Intelligence-Based Radiologic, Histopathologic, and Molecular Models for the Diagnosis and Classification of Malignant Salivary Gland Tumors: A Systematic Review and Functional Meta-Synthesis.
AI models show promise in diagnosing malignant salivary gland tumors, with AUCs up to...
Agentic AI as a coordination paradigm in digital health and agri-food systems.
Exploring agentic AI in digital health and agri-food systems: addressing scalability and accountability challenges....
Segmentation for pelvic malignancies in radiation oncology practice: a systematic review and meta-analysis protocol.
Deep learning in radiation oncology: promising AI for pelvic malignancies. 📊🤖 Systematic review protocol...
Facial expression recognition for emotion perception: A comprehensive science mapping.
Facial expression recognition (FER) bridges disciplines, enhancing emotion analysis with AI. Key insights from...
Study Reveals Challenges in Identifying AI-Generated X-Rays
Study shows radiologists struggle to differentiate AI-generated X-rays from real ones, raising concerns for...
Artificial intelligence for monitoring hand hygiene compliance in healthcare settings: A scoping review.
AI enhances hand hygiene monitoring in healthcare, achieving 95% accuracy in ICU settings. Future...
Multi-Agent AI Systems Show Superior Performance in Healthcare
Multi-agent AI systems excel in healthcare, enhancing record management and medication decisions during high-demand...