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.

Population Health Analytics Enhancing Early Intervention in the NHS
Population health analytics improve early intervention in the NHS, benefiting nearly nine million patients....

Compact large language models for title and abstract screening in systematic reviews: An assessment of feasibility, accuracy, and workload reduction.
Compact LLMs enhance systematic review efficiency: 100% sensitivity, low precision, and significant workload savings....

Patients Can Enroll in Cancer Trials Through NHS App
NHS App now allows patients to enroll in cancer trials. This aims to improve...

Scottish GPs Highlight Need for Improved IT Systems
Scottish GPs report inadequate IT systems, impacting patient care. RCGP urges government to prioritize...

Diagnostic performance of convolutional neural network-based AI in detecting oral squamous cell carcinoma: a meta-analysis.
AI in Oral Cancer Detection: CNNs show 94% sensitivity & specificity! 📊 High diagnostic...

Use of Automation Technologies and Data Mining in Speech Recognition for Autism.
Automation in ASD Speech Recognition: Enhancing Early Detection with AI Tools 🤖📊

Bridging machine learning and clinical practice: a multicentre nomogram for 90-day graft failure risk stratification in heart transplantation.
Machine learning enhances heart transplant outcomes: 90-day graft failure risk stratification tool shows AUC...

Future trends and challenges in occupational therapy: Insights from a Delphi study.
Future trends in occupational therapy: 36 experts highlight tech integration, digital literacy, and ethical...

Classification of angioedema types using decision tree modeling.
Machine learning enhances angioedema diagnosis, achieving 94% accuracy for hereditary types. 🤖💉
