MedSum

Imagine if your health needs were more clear! With MedSum you'll receive on demand medical summaries and suggestions for gaining control and awareness over your life!

Comment

Inspiration

Medical records are often overwhelming for both patients and doctors. Patients struggle to understand their conditions, medications, and procedures, while doctors face the challenge of sifting through extensive medical histories to extract critical information. We wanted to bridge this gap by creating a tool that simplifies medical data for patients and provides concise, actionable summaries for doctors. Our goal was to empower patients with knowledge and help doctors save time, improving the overall healthcare experience.

What it does

MedSum is an AI-powered web application that transforms complex medical records into easy-to-understand summaries.

  • For Patients: The app provides a layman-friendly summary of their medical conditions, medications, upcoming appointments, and procedures. Patients can also learn about their medications, including what they do and when they need renewal. A conversational AI bot allows patients to ask questions about their health records in simple terms.

  • For Doctors: The app generates concise summaries of patient data, including current medications, lab results with threshold indicators, appointment schedules, major surgeries, and potential conditions. It also highlights clinical trial eligibility criteria, helping doctors quickly assess patient suitability.

How we built it

We used a combination of modern web technologies and AI to bring this project to life:

  • Frontend: Built with React.js, the user interface is intuitive and responsive, allowing seamless navigation between patient and doctor views.
  • Backend: A Python Flask server handles API requests and integrates with the Claude AI API to generate summaries and explanations.
  • AI Integration: Claude AI processes medical records and generates summaries tailored to the needs of patients and doctors.
  • Data Storage: Browser local storage ensures data persistence while maintaining privacy and security.

Challenges we ran into

  1. Parsing Medical Data: Medical records come in various formats and structures, making it challenging to extract meaningful information consistently.
  2. Balancing Detail and Simplicity: For patients, we needed to simplify medical jargon without losing critical details. For doctors, we had to ensure summaries were concise yet comprehensive.
  3. Claude API Limitations: The API's output sometimes required additional processing to meet our formatting and content requirements.
  4. Privacy Concerns: Ensuring that sensitive medical data remains secure and private was a top priority.

Accomplishments that we're proud of

  • Successfully implemented a dual-view system tailored to the needs of both patients and doctors.
  • Developed a medication tracking feature that highlights renewal dates and explains drug functions in simple terms.
  • Integrated a conversational AI bot that provides real-time answers to patient queries.
  • Created a visually appealing and user-friendly interface that simplifies complex medical data.

What we learned

  • AI Integration: Leveraging AI to process unstructured data requires careful handling of edge cases and errors.
  • User-Centric Design: Designing for two distinct user groups (patients and doctors) taught us the importance of tailoring features and interfaces to specific needs.
  • Data Privacy: We deepened our understanding of best practices for handling sensitive data securely in a web application.

What's next for MedSum

  1. Database Integration: Store and manage patient data securely in a database for better scalability.
  2. User Authentication: Add login functionality to support multiple patient profiles and secure access.
  3. Data Export: Enable users to download summaries as PDF reports.
  4. Drug Interaction Checker: Provide insights into potential interactions between medications.
  5. Mobile App: Develop a mobile version for easier access on the go.
  6. Multi-Language Support: Expand accessibility by supporting multiple languages.
  7. EHR Integration: Integrate with electronic health record systems to streamline data input for doctors.

MedSum is a step toward making healthcare more accessible and efficient. By simplifying medical data, we aim to empower patients and support doctors in delivering better care.

Share this project:

Updates