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.

Machine Learning Maps Immune Exhaustion in Colorectal Cancer
A new five-gene signature identified by machine learning links CD8+ T-cell exhaustion directly to...

Machine Learning Spots Erectile Dysfunction in Blood Tests
A nine-marker blood test model can flag erectile dysfunction without subjective questionnaires or invasive...

Symbolic AI Digital Twins Guide Cancer Treatment
Black-box machine learning models struggle to gain oncologist trust because they cannot explain why...

AI Sleep Model Scores Multi-Center Brain Wave Data
A flexible deep learning model bypasses strict electrode requirements to analyze sleep patterns at...

Digital Charts Replace Paper in Sussex Emergency Rooms
Replacing paper observation charts with real-time digital tracking in high-pressure emergency departments cuts clinical...

AI Model Cuts Unnecessary Breast Biopsies
Adding clinical data to ultrasound radiomics sharply improves breast cancer diagnostic accuracy, potentially sparing...

Digital Prescribing Tool Faces Hospital Adoption Hurdles
Clinical software cannot reduce inappropriate antibiotic prescribing if hospital staff refuse to use it.

AI Portal Replies Do Not Always Save Time
Deploying AI inbox drafts across a hospital network can actually slow down communication unless...

Algorithms Predict Long Stays After Cervical Spine Surgery
Preoperative algorithms can identify which spine surgery patients will face prolonged hospital stays before...
