Efficient Pneumonia Detection in Chest Xray Images Using Deep Transfer Learning

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
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
Series:Diagnostics
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

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https://www.mdpi.com/2075-4418/10/6/417

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