JIITA, vol. 3, no. 1, pp.241-245, 2019
Pneumonia Diagnosis using Convolutional Neural Network
Fernando Quiroz Jr. 1,*), Sheila Mae Bacongallo 1), Faith Roxanne Olea 1)
1) Department of Information Technology Education, NavalState University, Philippines
Abstract: This study presents the results of an automatic pneumonia diagnosis experimentation using a convolutional neural network. The experimentation involves combining two chest x-ray datasets from different sources to make the positive and negative labels balance. Result shows that balanced data yield promising accuracy as compared to the baseline model.
Keyword: cnn; convnetnt; ehealth; deep learning; biomedical