Created on 20th January 2025
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This solution addresses the challenges of securing sensitive medical data, improving patient care, and simplifying healthcare workflows.
Data Privacy & Security: By using blockchain, users can safely store and share their medical records, ensuring data integrity and privacy.
Healthcare Accessibility: Patients can easily identify diseases from symptoms and receive medication suggestions without relying solely on healthcare professionals.
Efficient Data Management: Medical reports are summarized by AI, saving time for both patients and doctors, enhancing decision-making.
Personalized Care: Users receive tailored recommendations based on their medical history and symptoms.
Integrating AI and Blockchain: Combining AI models for medical diagnosis with blockchain for data storage was a challenge, as both systems require distinct architectures. To overcome this, I ensured the AI models were optimized for performance and used lightweight blockchain protocols to handle data efficiently.
Data Privacy Regulations: Ensuring compliance with healthcare regulations (e.g., HIPAA) while building a decentralized solution was tricky. I addressed this by implementing robust encryption mechanisms and anonymizing patient data.
Medical Report Summarization Accuracy: Fine-tuning the open-source AI model for accurate medical report summarization required substantial training and validation. I improved its performance by leveraging additional medical datasets and iterative testing.