Business Domain: Healthcare
Problem Statement: A healthcare provider organization aims to improve patient outcomes by analyzing patient data, optimizing treatment plans, and reducing readmissions.
Domain-Specific Requirements:
- Analyze patient medical records, treatment histories, and demographic data.
- Identify factors contributing to readmissions.
- Develop personalized treatment plans for high-risk patients.
- Monitor patient progress in real-time.
- Ensure compliance with data privacy regulations (e.g., HIPAA or GDPR).
- Implement predictive modeling to forecast patient admission rates.
- Integrate telemedicine and remote monitoring data into the analysis.
Solution Provided:
- Leveraged IBM Cognos Analytics for healthcare data analysis and reporting.
- Integrated electronic health records (EHR) data and external health databases.
- Developed personalized treatment recommendation algorithms.
- Created real-time patient monitoring dashboards.
Technical Tools Used:
- IBM Cognos Analytics
- SQL for data integration
- Machine learning models for risk assessment
Achievements:
- Reduced readmission rates by 18%.
- Increased patient satisfaction scores by 15%.
- Enhanced clinical decision support with real-time monitoring.