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deep learning model for predicting Alzheimer's disease using MRIs

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Brainsight: Alzheimer prediction through CNN - Deep learning model

brainsight

https://www.brainsight.tech

Video presentation

Brainsight - Video presentation

Additional information:

Project presentation during Jedha Bootcamp DemoDay #38

Video demonstration of the web app

Presentation slides are included in the project folder.

Contact

You can write me at [email protected]

🧐 Deployed apps

🛠️ Tech Stack

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

Project files

  1. AlzheimerCNN_BrainSight.ipynb is a notebook where we created our state-of-the-art model.
  2. containers folder is where we used docker-compose to deploy our applications.
  3. dashboard refers to the streamlit app.
  4. webapp is the web application created on top of react.js.
  5. Solution and Architecture is a pdf explaining our model result's and infrastucture.

🙇 Authors

Laurent

Feriel

Alexon

Yuliya

Haikel

References

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deep learning model for predicting Alzheimer's disease using MRIs

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