Neural Disease Predictor

About

This webapp was developed using Flask Web Framework. The models used to predict the diseases were trained on large Datasets. All the links for datasets and the python notebooks used for model creation are mentioned below in this readme. The webapp can predict following Diseases:

Alzheimer's disease
Brain Stroke
Brain Tumor

Models with their Accuracy of Prediction

Symptom Diagnosis

Disease	Type of Model	Accuracy
Alzheimer's disease	Machine Learning Model	98.25%
Brain Stroke	Machine Learning Model	99.79%
Brain Tumor	Machine Learning Model	97%

Brain Scan Analysis

Disease	Type of Model	Accuracy
Alzheimer's disease	Deep Learning Model(CNN)	79.80%
Brain Stroke	Deep Learning Model(CNN)	99.38%
Brain Tumor	Deep Learning Model(CNN)	91.58%

Steps to run this application in your system

Clone or download the repo.
Open command prompt in the downloaded folder.
Create a virtual environment

mkvirtualenv environment_name

Install all the dependencies:

pip install -r requirements.txt

Run the application