Conf42 Machine Learning 2025 - Online

- premiere 5PM GMT

Transforming Population Health with Predictive BI, Risk Stratification & Geospatial Insights

Abstract

Population Health Management (PHM) is a cornerstone of the shift toward value-based care. However, over 60% of healthcare organizations struggle with challenges such as: - Identifying high-risk populations - Predicting chronic disease trends - Efficiently allocating healthcare resources

The Role of Business Intelligence in PHM

Integrating Business Intelligence (BI) platforms empowers healthcare providers to unify data from: - Electronic Health Records (EHRs) - Claims data - Social Determinants of Health (SDOH) This consolidation generates a comprehensive, 360-degree view of patient risk factors and community health trends.

Key Capabilities and Outcomes

Predictive Insights and Risk Stratification

Using predictive BI models and risk stratification, healthcare organizations have achieved: - 30% improvement in preventive care adherence - Significant reductions in ER visits and hospital readmissions - Up to 25% decrease in hospitalizations through early identification and proactive care

Geospatial and Machine Learning Analytics

  • Geospatial analytics map disease prevalence and highlight underserved communities, enabling data-driven resource planning - Machine learning models forecast chronic disease progression with 85% accuracy, facilitating more targeted and effective interventions

Real-World Impact

This session highlights recent advancements in PHM analytics, featuring case studies that demonstrate: - 40% increase in patient engagement - 20% reduction in healthcare costs - Enhanced health equity through AI-driven decision-making

Takeaways for Healthcare Leaders

Attendees will gain actionable strategies to: - Optimize preventive care delivery - Address healthcare disparities - Drive improved population health outcomes By leveraging the power of data and AI, healthcare organizations can transform patient care, reduce costs, and advance equity at scale.

...

Satya Manesh Veerapaneni

Senior Business Intelligence Consultant @ Dazzlon

Satya Manesh Veerapaneni's LinkedIn account



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