Revolutionizing Preventive Care with Custom AI Solutions
Artificial Intelligence | Healthcare
Overview.
Pegasus One partnered with a leading healthcare provider to develop an innovative AI-powered solution designed to revolutionize preventive care. The goal was to proactively identify at-risk patients exhibiting drug-seeking behavior, enabling medical professionals to intervene before situations escalated.
Challenges.
- Identifying Drug-Seeking Behavior
- The client sought a reliable way to recognize predictable patterns in patients exhibiting opioid-seeking behavior, based on specific characteristics observed in patient interactions.
- Leveraging Dispersed Data
- Integrating physician notes, patient behavior, and diagnosis data stored in the client’s EMR (Electronic Medical Records) system to create actionable insights.
- Real-Time Feedback
- Delivering instant alerts and recommendations to healthcare providers while ensuring seamless integration with existing workflows.
Our Approach.
To address these challenges, Pegasus One designed a cutting-edge AI-powered solution that combined machine learning (ML) and text analytics:
- Data Integration
- Leveraged patient data, including diagnoses, appearance, and behavioral cues captured in doctors’ notes, and integrated this information with the client’s EMR system.
- Machine Learning and Text Analytics
- Deployed custom ML models to analyze textual data and identify patterns indicative of drug-seeking behavior.
- Developed a system that delivers real-time feedback to physicians during patient consultations.
- Proactive Alerts
- Enabled physicians to recognize at-risk patients instantly, empowering them to take preventive action and address concerns effectively.
- Scalable and Secure Implementation
- Ensured compliance with healthcare privacy standards while designing a solution that could scale across facilities.
Results Achieved.
- Improved Patient Identification
- Identified over 10,000 drug-seeking patients to date, significantly enhancing proactive care capabilities.
- Cost Savings
- The client experienced over $10 million in organizational savings, demonstrating the value of targeted care.
- Real-Time Visibility
- Delivered actionable insights by analyzing patient behavior and symptoms in real-time, leading to timely interventions.
- Enhanced Care Quality
- Helped medical professionals provide better, more personalized care for high-risk patients.
Value Delivered.
Pegasus One’s solution offered a transformative impact on both patient care and organizational efficiency:
- Proactive Healthcare: Empowered providers to identify at-risk patients earlier, preventing complications and enabling timely interventions.
- Cost Efficiency: Reduced treatment costs through focused, data-driven care strategies.
- Sustainability: Built a scalable AI framework that evolves as more data becomes available, improving accuracy and adaptability over time.
Conclusion.
This collaboration underscored Pegasus One’s commitment to harnessing AI for better healthcare outcomes. By integrating advanced ML and text analytics into preventive care, we helped the client lower costs, improve patient outcomes, and lead the charge toward a more proactive healthcare system.
