Journal of Medical Informatics 2017;38(4):39-43

doi:10.3969/j.issn.1673-6036.2017.04.010

Disease Diagnosis Based on Deep Learning

Jiafa LU ; Guoming ZHANG ; Anqi CHEN

Keywords

Data mining; Deep learning; Disease diagnosis

Country

China

Language

Chinese

Abstract

The paper takes heart disease dataset of UCI as experimental data,carries out disease diagnosis and calssification based on the deep learning technology of machine learning,compares with Random Forest (RF),Support Vector Machine (SVM) and Neural Network (NN) classification,and indicates that the Deep Learning (DL) technology is of great potential and important value for exploration of medical big data.