LifeTune is a groundbreaking application that leverages the power of artificial intelligence (AI) to revolutionize healthcare diagnostics and early disease detection. This project aims to empower individuals by providing self-service health assessments, accessible information, and seamless integration with healthcare professionals.
- Landing Page :
- Get accurate analysis of your scans, along with an AI chat-bot assisting you :
kidney.webm
- Book appointments in Doctors (Under Development) :
bookapp.webm
Many diseases, such as cancer, have significantly better prognoses when detected in early stages. However, traditional diagnostic methods can be expensive, invasive, or lack sensitivity. This project aims to address these challenges by developing advanced AI-powered diagnostic tools that improve the accuracy and efficiency of disease detection, leading to earlier intervention and improved patient outcomes.
- Self-service Health Assessments: Users can upload medical scans (e.g., CT, MRI, X-ray) and receive AI-powered analysis for the detection of various health conditions, including kidney abnormalities, brain tumors, lung cancer, and tuberculosis.
- Accessible Information and Resources: Each analysis page provides comprehensive explanations of potential conditions, including causes, symptoms, and treatment options, empowering users with knowledge.
- AI Medical Assistant and Doctor Booking: Users can receive clarifications and answers to queries through an AI medical assistant and seamlessly book appointments with relevant healthcare professionals for confirmed diagnosis and follow-up care.
- Streamlit for building the front-end application
- Microsoft Azure AI Custom Vision for training and deploying the AI models
- Microsoft Azure Logic App for automated email notifications
- Cloudflare AI Workflow for the AI medical assistant
- Kintone for securely storing and managing doctor information
- TinyMCE for the rich text editor (under development)
- GitHub for version control and collaboration
pip install -r requirements.txt
streamlit run Logout.py
LifeTune aims to democratize access to healthcare by bridging the gap between patients and specialists, empowering individuals with early detection capabilities, and promoting proactive health management. The application's innovative use of AI-powered analysis and accessible information represents a significant advancement in the healthcare landscape.
Throughout the development process, the team faced various challenges, including limitations in dynamic rendering, AI workflow integration, and API complexities. Despite these obstacles, the team persevered and successfully built a fully functional LifeTune application, showcasing their adaptability, problem-solving skills, and dedication to the project.
LifeTune has a bright future ahead, with plans to expand its capabilities, improve user experience, enhance communication and care coordination, and drive global outreach and social impact. Key focus areas include:
- Completing the TinyMCE integration for seamless patient-doctor communication
- Expanding the scope of AI-powered disease detection
- Incorporating wearable and sensor integration for continuous health monitoring
- Enabling multilingual accessibility and catering to underserved communities
- Fostering collaboration among healthcare professionals and contributing to global health research
LifeTune is a game-changing application that harnesses the power of AI to revolutionize healthcare diagnostics and early disease detection. By empowering individuals, bridging the gap between patients and specialists, and driving technological advancements, this project has the potential to significantly improve healthcare outcomes and transform the lives of millions worldwide.