Alzheimer's Disease Prediction with Web App

[TheNaiveSamosa]

Is your feature request related to a problem? Please describe.

There's a lack of accessible tools for early detection of Alzheimer's disease. Early detection can significantly improve patient outcomes, and having a reliable, user-friendly app can help in early diagnosis and monitoring.

Describe the solution you'd like along with reference dataset.

I would like to add a new feature to our project that focuses on predicting Alzheimer's disease using deep learning techniques. The app should be able to process MRI scans or other relevant medical imaging data to predict the likelihood of Alzheimer's. For the dataset, I recommend using the Alzheimer's Disease Neuroimaging Initiative (ADNI) dataset, which provides a comprehensive collection of MRI images and related data.

Describe alternatives you've considered

Alternatives:

Using cognitive tests data instead of MRI scans. Developing a web-based questionnaire that assesses risk factors associated with Alzheimer's disease. Integrating existing publicly available prediction models into our app.

Additional context

This feature could significantly enhance our project's impact by providing a much-needed tool for early Alzheimer's detection.

Name: Aditya Khamitkar
GitHub: TheNaiveSamosa
Email: thenaivesamosa@gmail.com
GSSoC 2024 Contributor

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