Ideas for building
better health AI.
Research summaries, product thinking and developments at the intersection of health and artificial intelligence.
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...
AI Scans CT Data for Hidden Chronic Diseases
A single abdominal scan contains diagnostic signals far beyond its initial clinical order.
Specialized Fine-Tuning Helps AI Match Counselor Responses
Structured counseling data and targeted prompting allow smaller open-source models to perform comparably to...
NHS App Eases GP Access But Risks Exclusion
Over half of patients now find contacting their GP practice easy via the NHS...
AI Spotters Catch Radiology Text Errors in Seconds
A general-purpose AI model caught internal text errors in radiology reports almost ten times...