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.
Operational Support - Situational awareness,Operational Support - Demand forecasting
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
Healthcare Providers And Services
Structured / Semi-structured,Text
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