Pneumonia Diagnosis using Convolutional Neural Network

JIITA, vol. 3, no. 1, pp.241-245, 2019, DOI: 10.22664/ISITA.2019.3.1.241

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


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