AI Use Case
Triage patient cases during hospital admission
Provide support for medical teams to triage incoming patients relative to their medical symptoms and history and personal situation. Data used may include audio, video, comparable, historic and real-time data.
Function
Benefits
Operational Support - Issue triage,Risk reduction - Patient outcomes,Cost - Staff efficiency
Case Studies
Johns Hopkins Hospital~Johns Hopkins Hospital improves patient monitoring and resource allocation in ER and critical care units in real-time using machine learning,MetroHealth~MetroHealth predicts patient flow to improve operational decision making using machine learning ,Government of Japan~Japan to automate patient information entry and some medical procedures by investing in 10 AI-powered hospitals ,Dialogue~Dialogue to optimise emergency rooms triage at Centre hospitalier de l'Université de Montréal (CHUM) using AI ,King's College London~King's College London researchers automate real-time triage of X-ray radiograph reports with high accuracy
Potential Vendors
GE Healthcare,Qventus,DXA Technologies
Industry
Healthcare
Healthcare Providers And Services
Data Sets
Audio,Video,Structured / Semi-structured,Time series
AI Technologies
Machine Learning (ML),Traditional AI,ML Task - Prediction - Regression,ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification