Disease Diagnosis Based on Deep Learning
10.3969/j.issn.1673-6036.2017.04.010
- VernacularTitle:基于深度学习的疾病诊断
- Author:
Jiafa LU
;
Guoming ZHANG
;
Anqi CHEN
- Keywords:
Data mining;
Deep learning;
Disease diagnosis
- From:
Journal of Medical Informatics
2017;38(4):39-43
- CountryChina
- 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.
