Open AccessNeural Network Model for Heart Disease Diagnosis
Author(s) -
Seda Postalcıoğlu
Publication year - 2020
Publication title -
international journal of neural networks and advanced applications
Language(s) - English
Resource type - Journals
ISSN - 2313-0563
DOI - 10.46300/91016.2020.7.5
Subject(s) - artificial neural network , heart disease , computer science , disease , artificial intelligence , function (biology) , machine learning , data mining , medicine , cardiology , pathology , evolutionary biology , biology
The heart disease diagnosis system is proposed inthis study. This kind of diagnosis systems enhance medical careand helps doctors. In this paper, heart disease dataset fromkaggle web site is used. Neural Network is examined andanalyzed for different structures as an optimizer, loss function,and batch size. The simulation results show that the proposedneural network model has 90,16% accuracy.