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Open Source AI Hackathon 2024

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Amar Naik

@amar_naik

Open source chatbot to maintain electric health records

Submitted Jan 31, 2024

Category: AI for healthcare

Problem Statement: To design, develop and demonstrate access of patient medical records using Ayush Bharat Digital Mission (ABDM) Unified Health Interface (UHI) for patient self-management, and share to doctors based on ABDM consent framework as and when requested by the doctor.

Description: Healthcare interaction (appointment or admission) results in reports generated for patients by the hospital. Patients are required to carry their health records when they move from one doctor to another as part of their care journey. While apps for Electronic Health Record management exist, Patients in rural areas tend to use only limited apps. There is a high resistance to downloading domain specific apps that solve infrequent problems in the daily life of a user. WhatsApp on the other hand is most ubiquitous and is used for multiple purposes apart from social conversations. WhatsApp also has business API to enable extending WhatsApp for Domain specific use cases. Ayushman Bharat Digital Mission (ABDM) has UHI with consent management baked in and their sandbox is available for development of apps on top of the framework.

Want to explore open source library instead of WhatsApp

Libraries: Rasa (open-source chatbot framework), Hugging Face Transformers (LLM libraries), TextBlob (sentiment analysis).

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  • A

    Akshobhya

    @akshobhya_j Editor & Promoter

    Hello @amar_naik,

    The hack day for The Fifth Elephant Open Source AI Hackathon officially kicked off on Saturday, 3rd February! If you haven't started already, now is the perfect moment to dive in and begin building your project.

    Your project needs additional information to be shortlisted in The Fifth Elephant Open Source AI Hackathon.

    Don't miss this opportunity to collaborate, create, and possibly win one of the five prizes of INR. 1,00,000 each. Submit your idea, join the conversation with our mentors, and make the most of this unique hackathon experience.

    All the best and happy hacking!

    Posted 1 year ago
  • A

    Akshobhya

    @akshobhya_j Editor & Promoter

    @amar_naik, Thank you for your proposal submission to The Fifth Elephant Open Source AI Hackathon. The submission needs refinement based on the following considerations.

    Relevance

    • The project effectively aligns with the problem statement by addressing the challenge of accessing and sharing patient medical records using the Ayush Bharat Digital Mission (ABDM) Unified Health Interface (UHI).
    • The choice to explore open source libraries aligns with the hackathon's focus on open source AI solutions.

    Innovation and Originality

    • The project demonstrates innovation by leveraging open source libraries to build a solution for healthcare record management that integrates with the ABDM UHI.
    • Exploring the use of open source libraries instead of popular commercial platforms like WhatsApp presents an original approach to addressing the challenges faced in healthcare record management.

    Technical Implementation

    • Using Rasa as an open-source chatbot framework presents a technically sound choice for building the interface for accessing and managing patient medical records.
    • The inclusion of Hugging Face Transformers for NLP tasks and TextBlob for sentiment analysis showcases a clear understanding of the technical requirements for processing healthcare-related text data.
    • Ensure that the integration of these libraries with the ABDM UHI framework is seamless and adheres to the open source requirement of the hackathon.

    Usability and Impact

    • Consider enhancing the user experience by focusing on a user-friendly interface design and ensuring ease of access to medical records for patients in rural areas.
    • Evaluate the potential impact of the solution on patient self-management and the seamless sharing of records with healthcare providers.

    Scalability and Sustainability

    • Ensure that the use of open source libraries and integration with the ABDM UHI framework allows for scalability across a wide user base.
    • Consider the long-term sustainability of the solution, particularly regarding maintenance and updates to accommodate evolving healthcare record management needs.

    Collaboration and Teamwork (if applicable)

    • If developed as a team project, emphasize the effective collaboration among team members to successfully integrate different open source libraries and the UHI framework.

    Presentation and Communication

    During the hackathon presentation, clearly articulate how the project addresses the problem statement and highlight the technical capabilities and benefits of the solution.
    Ensure that the potential impact on healthcare record management and the user experience is effectively communicated to the judges and other participants.

    Feedback for Improvement

    • Provide clear documentation on the implementation of the solution, including the integration of the open source libraries with the ABDM UHI framework.
    • Consider conducting user testing in rural healthcare settings to gather feedback on usability and potential modifications to enhance user adoption.

    TODO

    1. Provide the GitHub repository link in your proposal for easy access and review by mentors and the jury.

    2. Ensure that the GitHub repository contains a comprehensive README.md documenting the project's purpose, technical details, setup instructions, and example use cases.

    3. Utilize the available platforms such as The Fifth Elephant WhatsApp group to engage with mentors and seek guidance on technical and implementation aspects of your project.

    This feedback aims to recognize the strong technical foundation of the project while providing guidance for further improvement and development. The use of open source libraries and the focus on user adoption in rural healthcare settings are commendable, and continued refinement of the solution will enhance its potential impact.

    Posted 1 year ago
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