This is complete End to end ML Application in Healthcare sector.

This Web App makes predictions about various diseases like Heart, Diabetes, Cancer, Malaria, Pneumonia, Diabetes etc.

• Cancer model = model

• Diabetes model = model1

• Heart model = model2

• Liver model = model4

• Kidney model = model3

• Malaria model = model111.h5

• Pneumonia model = my_model.h5

• Kernal for Malaria model :https://www.kaggle.com/mandarkulkarnipune/malaria-detection-model

• Kernal for Pneumonia model :https://www.kaggle.com/mandarkulkarnipune/pneumonia-detection-model

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• Cancer : cancer.csv [In the repository]

• Diabetes : diabetes.csv [In the repository]

• Heart : heart.csv [In the repository]

• Liver : https://www.kaggle.com/uciml/indian-liver-patient-records

• Kidney : https://www.kaggle.com/mansoordaku/ckdisease

• Malaria : https://www.kaggle.com/iarunava/cell-images-for-detecting-malaria

• Pneumonia: https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia

• Python ( 3.7 version)

• Flask

• OpenCV

• Pandas

• Numpy

• HTML

• CSS

• pip install -r requirements.txt
• python app.py

The complete project is deployed on Heroku Cloud.

Here is the link where you can access the project live : https://medtestmlwebapp.herokuapp.com

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