{"id":26086725,"url":"https://github.com/mindscope-world/ai-medical-imaging","last_synced_at":"2026-04-22T10:33:44.814Z","repository":{"id":269938970,"uuid":"908887607","full_name":"mindscope-world/AI-Medical-Imaging","owner":"mindscope-world","description":null,"archived":false,"fork":false,"pushed_at":"2024-12-31T15:13:55.000Z","size":1968,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-09T07:18:10.370Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mindscope-world.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-12-27T08:00:17.000Z","updated_at":"2024-12-31T15:13:58.000Z","dependencies_parsed_at":"2024-12-27T10:21:42.687Z","dependency_job_id":"3f39d6b9-e14a-43b3-a695-a4b898dfca98","html_url":"https://github.com/mindscope-world/AI-Medical-Imaging","commit_stats":null,"previous_names":["mindscope-world/ai-medical-imaging"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mindscope-world/AI-Medical-Imaging","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mindscope-world%2FAI-Medical-Imaging","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mindscope-world%2FAI-Medical-Imaging/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mindscope-world%2FAI-Medical-Imaging/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mindscope-world%2FAI-Medical-Imaging/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mindscope-world","download_url":"https://codeload.github.com/mindscope-world/AI-Medical-Imaging/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mindscope-world%2FAI-Medical-Imaging/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32132509,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-22T08:34:57.708Z","status":"ssl_error","status_checked_at":"2026-04-22T08:34:55.583Z","response_time":58,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-03-09T07:18:08.394Z","updated_at":"2026-04-22T10:33:44.800Z","avatar_url":"https://github.com/mindscope-world.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🏥 Medical Imaging Diagnosis Agent\n\n## Overview\nThis project is a **Medical Imaging Diagnosis Agent** that leverages **AI-powered analysis** to provide insights into medical imaging data. Built with Streamlit, it integrates advanced models like Google Gemini and DuckDuckGo search tools to assist healthcare professionals in diagnostics and research.\n\n## Key Features\n- **AI-Powered Analysis**: Utilizes the Google Gemini model for medical imaging diagnostics.\n- **Streamlit UI**: Interactive and user-friendly interface for uploading and analyzing images.\n- **Real-Time Research**: Integrates DuckDuckGo for on-the-fly research and references.\n- **Educational Tool**: Designed for learning purposes with clear disclaimers for professional review.\n\n## Installation\nTo run this application, follow these steps:\n\n1. **Clone the repository:**\n   ```bash\n   git clone \u003crepository-url\u003e\n   cd \u003crepository-folder\u003e\n   ```\n\n2. **Install dependencies:**\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n3. **Set up your Google API Key:**\n   - Obtain your API key from [Google AI Studio](https://aistudio.google.com/apikey).\n   - Enter it in the Streamlit sidebar when prompted.\n\n4. **Run the application:**\n   ```bash\n   streamlit run app.py\n   ```\n\n## How to Use\n1. **Launch the Application:**\n   - Open the provided link in your browser after running the Streamlit app.\n\n2. **Configure the API Key:**\n   - Enter your Google API key in the sidebar to enable AI functionalities.\n\n3. **Upload Medical Images:**\n   - Upload images in JPG, JPEG, PNG, or DICOM formats.\n\n4. **Analyze Images:**\n   - Click on \"Analyze Image\" to receive detailed diagnostics and research insights.\n\n5. **Review Results:**\n   - Examine the generated analysis, which includes diagnostic observations and patient-friendly explanations.\n\n## Project Components\n- **Streamlit**: Provides the frontend interface.\n- **Google Gemini API**: Performs the AI-driven medical image analysis.\n- **DuckDuckGo API**: Searches for supporting literature and references.\n\n## Disclaimer\n⚠️ **Important:** This tool is for educational and informational purposes only. It should not replace professional medical advice or diagnostics. Always consult qualified healthcare professionals for medical decisions.\n\n## Contribution\nContributions are welcome! If you'd like to improve or extend the functionality of this project:\n1. Fork the repository.\n2. Create a new branch.\n3. Commit your changes.\n4. Submit a pull request.\n\n## License\nThis project is licensed under the MIT License. See the [LICENSE](LICENSE) file for details.\n\n## Contact\nFeel free to reach out with any questions or suggestions:\n- **Email:** [paulmwaura254@gmail.com]\n- **LinkedIn:** [My LinkedIn Profile](https://www.linkedin.com/in/Paul-Ndirangu)\n\n---\n\nHappy coding! 🚀\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmindscope-world%2Fai-medical-imaging","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmindscope-world%2Fai-medical-imaging","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmindscope-world%2Fai-medical-imaging/lists"}