AiSight

Overview

AiSight is an innovative medical application designed to assist healthcare providers in diagnosing eye conditions using artificial intelligence. By leveraging LLaMA 3 8B and Google Gemini models deployed on Theta Edge Cloud, AiSight provides accurate and swift tentative diagnoses based on user-provided images and medical history.

Features

Medical History Input:
- Users can select from a list of medical health complications to better understand the patient's health background.
- Options include conditions such as Asthma, Sickle Cell, Hypertension, Diabetes, Ulcer, or None.
Ocular History Input:
- Users can indicate any ocular health complications such as prior eye surgeries, ocular trauma, or if the patient wears spectacles.
Symptom Input:
- Users can select from a list of symptoms the patient is experiencing, such as headache, tearing, redness, pain, itching, swelling, discharge, burning sensation, blurred vision, and light sensitivity.
Image Upload:
- Users can upload photos of the patient's eyes to aid in diagnosis. The image can be taken directly using the camera or selected from the gallery.
AI-Powered Diagnosis:
- The application uses AI models to provide a tentative diagnosis based on the symptoms and images provided.
- Potential diagnoses include Allergic Conjunctivitis, Viral Conjunctivitis, and Bacterial Conjunctivitis, along with detailed symptoms and suggested ocular tests.

Problem Statement

Accurately diagnosing eye conditions requires significant expertise and resources, often resulting in delayed treatment, particularly in under-resourced areas. AiSight addresses this challenge by providing a fast, reliable, and accessible diagnostic tool powered by advanced AI models and secured by blockchain technology. By democratizing access to high-quality eye care diagnostics, AiSight aims to improve patient outcomes and reduce the burden on healthcare systems.

Technology Stack

AI Models: LLaMA 3 8B and Google Gemini
Deployment Platform: Theta Edge Cloud
Frontend: React Native for mobile application development
Backend: Node.js and Express for API services
Database: MongoDB for storing user data and medical histories

Screenshots

AI Diagnosis

How to Run Locally

Prerequisites

Node.js (v14.x or later)
MongoDB
React Native CLI
Theta Edge Node

Installation

Clone the repository:

git clone https://github.com/blocklinklabs/AiSight.git
cd aisight

Install backend dependencies:
```
npm install
```

Contribution

We welcome contributions from the community! To contribute:

Fork the repository.
Create a new branch: bash git checkout -b feature/your-feature-name
Make your changes and commit them: bash git commit -m 'Add some feature'
Push to the branch: bash git push origin feature/your-feature-name
Create a pull request.

Issues

If you encounter any issues or have any questions, please open an issue on the GitHub repository.

Technological Implementation

AiSight showcases robust software development through the integration of LLaMA 3 8B and Google Gemini models, ensuring accurate diagnostics. Deployed on Theta Edge Cloud, the application leverages blockchain technology for secure and efficient processing.

Design

AiSight offers an intuitive user experience, allowing healthcare providers to easily input patient data, upload images, and receive diagnostic results. The clean and user-friendly design ensures seamless interaction.

Potential Impact

AiSight has the potential to significantly impact healthcare by providing accessible diagnostics, especially in remote areas. This can lead to early detection and timely treatment of eye conditions, improving patient outcomes and reducing healthcare burdens.

Quality of the Idea

The innovative combination of AI and blockchain in AiSight presents a unique solution to a critical healthcare challenge. By enhancing diagnostic accuracy and ensuring data security, AiSight sets a new standard for medical applications.

Conclusion

AiSight aims to transform eye care diagnostics through advanced AI and blockchain technology. Its thoughtful design, significant impact potential, and innovative approach position it as a strong candidate in the Theta Hackathon. Through AiSight, we provide healthcare providers with the tools they need for timely, accurate, and effective care, ultimately improving patient outcomes and advancing medical technology.