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
Potential Vendors
Hitachi
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