Digital Solutions
Demand Prediction
Identifying appropriate patients for optimal treatment pathways
Predicting Trends Leveraging AI & Machine Learning
Applications in
Oncology Epidemiology
- Regression analysis
- Survival analysis
- Cancer incidence
- Mortality rates
- Treatment outcomes
Applications in
Viral Outbreak Prevention
- Time series forecasting
- Epidemic models
- Neural networks to predict spread
Model Performance Validation & Evaluation
- Metrics to determine accuracy & reliability
- Automate cross-validation techniques
Integrating Public Data, AI & Machine Learning
Public Data Sources
- Demographic surveys
- Epidemiological data
- Healthcare utilization statistics
- Physician prescribing patterns
- Sentiment on social media
Predictive Analytics
- Accurate Demand Forecasting
- Continuous Monitoring/Optimization
- Adaptive Strategies