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.

Comment on Topaloglu et al. Machine Learning-Driven Lung Sound Analysis: Novel Methodology for Asthma Diagnosis. Adv. Respir. Med. 2025, 93, 32.
Exploring machine learning in asthma diagnosis: Topaloglu et al.'s innovative lung sound analysis method....

Communication, Compassion, and Shared Decision-Making in Allergy.
Exploring SDM and compassion in allergy care enhances patient outcomes and trust. Key for...

Shifting Focus: The Rise of WellTech in Health Innovation
WellTech emphasizes patient involvement in healthcare, promoting collaboration between individuals and providers for better...

Brainstorming Entrepreneurship in Brain Health.
Exploring brain health innovation: insights from the Brainstorme! forum on diagnostics, digital solutions, and...

Validity and Reliability of an AI-Based Jump Height App vs. Infrared Contact Mat: Minimal Influence of Skin Pigmentation Under Standardized Lighting.
AI Jump Height App vs. Infrared Mat: Validity (R²=0.94) & Reliability (ICC=0.97) Confirmed! 📊🤖

Machine learning approached a 14-item shortened version of the Positive And Negative Sleep Appraisal Measure (PANSAM-14).
Machine learning refines sleep appraisal: PANSAM-14 shows R² scores up to 0.95 for predictive...

NHS Funding Prioritizes Non-Acute Care Settings
NHS funding will increasingly support non-acute care settings, as confirmed by Alec Price-Forbes at...

Extubation Decision Support in Critical Care: A Multimodal Machine Learning Framework Integrating Segmented Radiographs and Routine Clinical Data.
Multimodal ML enhances extubation decisions in critical care, achieving 79.46% accuracy. Key metrics: respiratory...

Harris Health Alliance Acquires eRedbook for Enhanced Child Health Services
Harris Health Alliance has acquired eRedbook, improving digital child health records for better services....
