Brainsight: Alzheimer prediction through CNN - Deep learning model

https://www.brainsight.tech

Video presentation

Bloc 6 | Final Project - Brainsight - Video presentation

Additional information:

Project presentation during Jedha Bootcamp DemoDay #38

Video demonstration of the web app

🧐 Deployed apps

• FastAPI (RestAPI using Postgresdb): https://api.brainsight.tech/docsapi.brainsight.tech/docs
• Traefik (Reverse proxy)
• MinioS3
• MLFlow (using MySQLdb) : https://mlflow.brainsight.tech/
• Streamlit (used to upload MRI scan to be predicted): https://streamlit.brainsight.tech
• Nginx (website hosting)

🛠️ Tech Stack

• python
• pandas
• scikit-learn
• tensorflow (custom CNN model)

🙇 Authors

Laurent

• github
• linkedin

Feriel

• github
• linkedin

Alexon

• github
• linkedin

Yuliya

• github
• linkedin

Haikel

• github
• linkedin

References

• Dataset on Kaggle: Alzheimer's Dataset (4 classes of Images)
• OASIS (Open Access Series of Imaging Studies) datasets