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

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

Potential Vendors

GE Healthcare,Qventus,DXA Technologies