Agentic HealthCare Co-Pilot

Advanced patient risk assessment and clinical recommendations powered by AI.

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Inspiration

The escalating complexity of healthcare delivery, coupled with increasing physician burnout and administrative burdens, has highlighted the need for innovative solutions. Advancements in Agentic AI—characterized by autonomy, adaptability, and proactivity—present an opportunity to revolutionize patient care and operational efficiency. Inspired by these technological strides, Agentic Healthcare aims to harness AI's potential to predict critical medical conditions, thereby enhancing early intervention and improving patient outcomes.

What it does

The Agentic Healthcare Co-Pilot is an AI-powered application that serves both clinicians and patients:

Clinician-Focused Features:

  • AI Risk Assessment: Instantly identify patient risks with actionable clinical insights. (Sepsis, Cardiac, Deterioration)
  • Medication Monitoring: Helps in ensuring medication safety, adherence, and optimal dosing.
  • Readmission Risk & Discharge Plans: Proactively reduce hospital readmissions with personalized care strategies.
  • Smart Documentation: Automatically generate structured, accurate patient notes in seconds.
  • Speech-to-Text Summaries: Effortlessly convert live conversations or audio/video recordings into concise summaries using AI.
  • AI Chat Assistant: A domain-specific chat tool for scheduling meetings, retrieving patient records, and providing quick clinical insights on demand.
  • AI-Powered Clinical Search: Instantly find accurate, relevant clinical information from trusted medical sources online and provides a quick summary of it

Patient-Focused Features:

  • Personalized Health Insights: Provides tailored information and recommendations.
  • Medication Management: Assists with adherence and tracks potential drug interactions.
  • Preventive Care Guidance: Offers reminders and educational resources to encourage proactive health management.

How we built it

The Agentic Healthcare Co-Pilot was developed using a robust tech stack to ensure seamless integration, real-time processing, and AI-driven insights.

  • Backend: Built using Python Flask, providing a lightweight and efficient API for processing patient data.
  • FHIR Client: Integrated SMART on FHIR Python Client to securely access electronic health records (EHR).
  • Frontend: Developed an intuitive React , Nextjs dashboard with Material-UI, ensuring a user-friendly experience for healthcare providers.
  • Authentication: Implemented SMART on FHIR OAuth 2.0, ensuring secure and compliant access to patient data.

Challenges we ran into

  • FHIR Data Standardization: Ensuring compatibility across different EHR systems.

Accomplishments that we're proud of

  • Successful Pilot Programs: Demonstrated the system's ability to predict critical conditions accurately, leading to timely interventions.
  • Scalability: Developed a solution capable of integrating with various healthcare systems, paving the way for broader adoption.

What we learned

  • Data Accuracy: AI-driven healthcare has immense potential but requires high data accuracy.
  • Interoperability: FHIR interoperability is key for real-world hospital adoption.
  • User Experience: A clear dashboard helps clinicians make fast decisions.
  • Security & Compliance: These are critical for handling sensitive medical data.

What's next for Agentic Healthcare Co-Pilot

  • Enhancement to Health Record Summarization and Future Projection
  • Enhancement to AI Chat Assistant
  • Longitudinal Risk Trending: Risk Score Tracking, Trend Visualizations, Early Warning Signs
  • Resource Allocation Optimization: Staffing Needs, Patient Prioritization, Bed Management

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