Hospital Re-admission Prediction and Prevention
Customer Challenges:
- Prediction of patients at risk of being readmitted and dates of highest risk.
- Recommended actions in the best interest of the patient.
Result:
- Efficient Hospital Resource Management
- Dramatically Reduced Hospital re-admissions
- Reduced Hospital Length-of-Stay
- Improved Patient Care
CoreView Solution:
- Approx 5 year old Patients data processing across departments.
- Python/MongoDB pipeline – Data processing and feature engineering
- Advanced classification models and time-series forecasting models
- Visualization of the results using Tableau.
Other Considerations:
- Data Pipelines for Legacy and Real time Data Processing
- Data Engineering – Ingestion, Cleansing, Integration, Mapping, Storage, Security
