Performance Evaluation of the Deep Learning Based Convolutional Neural Network Approach for the Recognition of Chest X-Ray Images

Recent advancement in the field of deep learning has provided promising performance for the analysis of medical images. Every year, pneumonia is the leading cause for death of various children under the age of 5 years. Chest X-rays are the first technique that is used for the detection of pneumonia....

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Bibliographic Details

Published in:	Frontiers in Oncology
Main Authors:	Sandhya Sharma, Sheifali Gupta, Deepali Gupta, Junaid Rashid, Sapna Juneja, Jungeun Kim, Mahmoud M. Elarabawy
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-06-01
Subjects:	biomedical images convolutional neural network deep learning chest X-rays optimizers
Online Access:	https://www.frontiersin.org/articles/10.3389/fonc.2022.932496/full