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cnn-cardioprediction's Introduction

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://www.sciencedirect.com/science/article/abs/pii/S0957417420302323

cnn-cardioprediction's People

Contributors

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Stargazers

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cnn-cardioprediction's Issues

Inquiry request

Dear sir, as a beginner, I like your paper style very much and have read your paper. However, the code and excel you provided in GitHub do not seem to be up-to-date. They do not match the paper. For example, there are three categories in diabetes in your paper, but there are four categories in the code running results you provided, etc. Is it convenient for you to upload the latest version of code and excel? I'm sorry to bother you.

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