/Web-Application-to-Predict-the-Earlier-Stages-of-Alzheimer-s-disease

Web Application to Predict the Earlier Stages of Alzheimer’s disease with Machine learning

Primary LanguageCSS

Web Application to Predict the Earlier Stages of Alzheimer’s disease (Application deployment in heroku)

An Ensemble-Learning Based Web Application to Predict the Earlier Stages of Alzheimer’s disease.

Screenshot

Home page

Prediction page

FlowDiagram

Requirements

Boruta==0.3
Click==7.0
cycler==0.10.0
Flask==1.1.1
gunicorn==19.9.0
itsdangerous==1.1.0
Jinja2==2.10.3
joblib==0.14.0
kiwisolver==1.1.0
MarkupSafe==1.1.1
matplotlib==3.1.1
numpy==1.17.2
pyparsing==2.4.2
python-dateutil==2.8.0
scikit-learn==0.21.3
scipy==1.3.1
six==1.12.0
sklearn==0.0
vecstack==0.4.0
Werkzeug==0.16.0
xgboost==0.90

Application

https://appsalzheimer.herokuapp.com/

How to cite ?

A. H. Syed, T. Khan, A. Hassan, N. A. Alromema, M. Binsawad and A. O. Alsayed, "An Ensemble-Learning Based Application to Predict the Earlier Stages of Alzheimer’s Disease (AD)," in IEEE Access, vol. 8, pp. 222126-222143, 2020, doi: 10.1109/ACCESS.2020.3043715.