AI Use Case

Predict risk of patient readmissions

Using machine learning to predict readmission risk associated with each patient and suggest preventive care methods

Function

Benefits

Risk reduction - Recovery rate,Operational Support - Demand forecasting

Case Studies

Google~Google Health improves predictions of hospital patient medical outcomes by using deep neural networks trained on 46 billion data points,Partners HealthCare~Partners HealthCare is developing a new AI tool that predicts the risk of hospital readmissions within 30 days for patients with heart conditions,New York University ~Researchers at NYU predict hospital readmission rated by modelling patient notes using natural language processing

Industry

Healthcare

Healthcare Providers And Services

Data Sets

Structured / Semi-structured

AI Technologies

Machine Learning (ML),ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification,ML Task - Prediction - Regression

Potential Vendors

Hitachi