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.

COVID-19 Pneumonia Diagnosis Using Medical Images: Deep Learning-Based Transfer Learning Approach.
Deep learning enhances COVID-19 diagnosis accuracy to 98% using medical imaging. Key findings from...

Advancing homebrew AI in diagnostic practice: opportunities and barriers†.
Exploring homebrew AI in pathology: potential benefits and challenges for diagnostic practices. 🤖📊

Application of artificial intelligence for the detection of obstructive sleep apnea based on clinical and demographic data: a systematic review.
AI enhances obstructive sleep apnea detection using clinical data. AUC values range from 0.62...

Over 100,000 Universal Care Plans Established in London
Over 100,000 Universal Care Plans established in London. 🏥 This NHS service enhances personalized...

Development of Machine Learning Systems to Predict Cancer-Related Symptoms With Validation Across a Health Care System.
Machine learning predicts cancer symptoms effectively, with AUROCs from 0.66 to 0.73 across 82...

Nottingham City Launches Digital Neighbourhood Health Service
Nottingham City introduces a digital neighbourhood health service, enhancing community care through technology and...

A foundation model for human-AI collaboration in medical literature mining.
AI in Medical Literature Mining: LEADS Model Boosts Recall to 0.81, Saves 20.8% Time!...

The prompt-powered worksheet: Transforming educators’ generative AI trepidation into student learning tools.
Transforming AI in education: A prompt-powered worksheet enhances critical thinking in health professions. 📚🤖

Standardisation of an AI-based vocal fold assessment tool on a recurrent respiratory papillomatosis model.
AI tool enhances vocal fold assessment in recurrent respiratory papillomatosis, showing 69.5% to 42.6%...
