Efficient Pneumonia Detection in Chest Xray Images Using Deep Transfer Learning

Pneumonia causes the death of around 700,000 children every year and affects 7% of the global population. Chest X-rays are primarily used for the diagnosis of this disease. However, even for a trained radiologist, it is a challenging task to examine chest X-rays. There is a need to improve the diagn...

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Bibliographic Details

Published in:	Diagnostics
Main Authors:	Mohammad Farukh Hashmi, Satyarth Katiyar, Avinash G Keskar, Neeraj Dhanraj Bokde, Zong Woo Geem
Format:	Article
Language:	English
Published:	MDPI AG 2020-06-01
Subjects:	pneumonia chest X-ray images convolution neural network (CNN) deep learning transfer learning computer-aided diagnostics
Online Access:	https://www.mdpi.com/2075-4418/10/6/417