Skip to content

Predicting cardiovascular heart disease using CNN

Notifications You must be signed in to change notification settings

411A/CNN-CardioPrediction

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

9 Commits
 
 
 
 
 
 

Repository files navigation

Convolutional-Neural-Network

Predicting cardiovascular heart disease using CNN. Here we explore different Neural Network architecture in addition to Lasso Regression with feature voting and sampling techniques to show how we can use CNN or MLP to predict heart disease using tensorflow and Keras. This is a shallow network!

The dataset (cardiacPrediction.xlsx) used here is from NHANES website. The results have been documented in the publication https://arxiv.org/abs/1909.00489

About

Predicting cardiovascular heart disease using CNN

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Jupyter Notebook 100.0%