AI Use Case

Predict population health patterns

Predicting changing health patterns in a population based on data including which health services are accessed and how often, patient treatment outcomes, demographics etc. Allows for healthcare system resource planning.

Function

Benefits

Operational Support - Situational awareness,Operational Support - Demand forecasting

Case Studies

University of Rochester~University of Rochester researchers have developed an app that monitors social media to identify health risks posed by restaurants using natural language processing and machine learning,HealthMap~HealthMap analyses social media and publicly available healthcare data to detect and predict outbreaks around the globe,Harvard University~Researchers detect restaurants with elevated risk of foodborne illness in real time using machine learning

Industry

Healthcare

Healthcare Providers And Services

Data Sets

Structured / Semi-structured,Text

AI Technologies

Traditional AI,Machine Learning (ML),Product Type - Natural Language Processing (NLP),Model Architecture - Support Vector Machine (SVM),Product Type - NLP - Semantic Clustering,ML Task - Prediction - Binary Classification

Potential Vendors