StarkCare

Inspiration

In an era of digital transformation, health and technology converge to redefine the patient experience. Our inspiration stems from the vision of a connected healthcare ecosystem, where the power of Web3 and blockchain empowers individuals in their health journey. 🚀 By leveraging decentralized technologies, we aim to break down silos, foster collaboration, and bring about a new era of patient-centric care. Imagine a world where patients seamlessly connect with healthcare professionals, driven by trust, transparency, and the promise of a healthier future. 💡

What it does

Our healthcare platform, fueled by cutting-edge technologies, seamlessly blends blockchain and AI to redefine the patient experience! Users log in securely using ArgentX, ensuring data integrity throughout their healthcare journey. 🚀

🌐 AI Symptom Recommendation: Powered by Support Vector Machines classification ML model trained on Open Health Data Repository, our platform provides intelligent and accurate symptom-based recommendations. Users input symptoms effortlessly, receiving personalized guidance for their health concerns.

👨‍⚕️ AI-Driven Doctor Suggestions: Say goodbye to uncertainty! Our platform suggests healthcare professionals based on AI analysis of symptoms, ensuring users connect with the most relevant expertise for their healthcare needs.

🗓️ Web3-Powered Appointments: Seamlessly complete payments for scheduled appointments with recommended doctors using Argentx. The secure and transparent nature of blockchain technology such as Infura+Starknet ensures trust and reliability in every appointment, bringing efficiency to healthcare transactions.

🔍 StarkScan Verification: Prioritize transparency! Users can verify the details of appointments and recommendations on StarkScan, leveraging the decentralized power of Starknet. This adds an extra layer of trust and authenticity to the entire healthcare process.

How we built it

🩺 Smart Healthcare Recommendations: Utilizing the Open Health Data Repository, trained an RandomForest classifier ML model to deliver personalized recommendations based on symptoms .

🌐 Starknet Integration: Leveraged Starknet for scalable and efficient healthcare recommendations on the Ethereum blockchain.

💡 Infura Connectivity: Seamless integration of Starknet with Infura for optimized data access and enhanced user experience.

🎨 Starknet-React for Intuitive Interface: Crafted an intuitive interface with Starknet-React, prioritizing simplicity for users.

🔒 ArgentX Wallet for Secure Transactions: Integrated ArgentX wallet along with starknet for secure transactions, empowering users with data ownership.

Workflow

Challenges we ran into

• Navigating diverse symptom representations in the Open Health Data Repository demanded robust preprocessing. 📊
• Training an efficient RandomForest classifier on a large dataset required careful parameter tuning and resource management. 💻
• Implementing seamless user login/logout functionality with ArgentX posed challenges, ensuring a secure authentication process using blockchain-based wallet technology. 🔐
• Navigating the complexities of integrating Web3 into our healthcare platform demanded a deep understanding of decentralized networks. 🧠

Accomplishments that we're proud of

• Overcoming complexities in integrating Web3 reflects our commitment to leveraging decentralized technologies for an enhanced user experience. 🚀
• Successfully incorporating Starknet into our platform adds an extra layer of scalability and efficiency, enhancing the overall performance and reliability of our Web3-based healthcare solution. 🛠️
• Implementing user authentication with ArgentX demonstrates our ability to seamlessly integrate blockchain-based authentication for a secure and user-friendly experience. 🤝
• Optimizing our AI model for symptom-based recommendations showcases our dedication to providing efficient and accurate healthcare guidance while managing computational resources effectively. ⚙️

What we learned

• Blockchain Dynamics: Explored decentralized Web3, emphasizing transparency and user control in healthcare.🌐
• Smart Contract Mastery: Developed secure smart contracts, highlighting code efficiency and transparency.🔐
• User-Centric Blockchain Authentication: Implemented seamless and secure ArgentX login/logout, prioritizing user experience.🤝
• Optimizing AI in Decentralized Setting: Balanced AI model efficiency with decentralized constraints.⚙️

What's next for StarkCare

• Enhanced Blockchain Integration: Optimize Web3 integration for improved user experience.🚀
• Advanced Smart Contract Features: Explore additional functionalities for enhanced user interactions.🔄
• Expanded Blockchain Authentication: Integrate diverse blockchain authentication methods for user choice.🌐
• AI Model Refinement: Continuously refine AI model for even more accurate recommendations.🧠
• Further Starknet Utilization: Explore Starknet's scalability for expanded healthcare data management.🛠️

Built With

• argentx
• infura
• machine-learning
• starknet
• starknet-react
• tailwindcss