PediaPulmoDx: Harnessing cutting edge preprocessing and explainable AI for pediatric chest X-ray classification with DenseNet121

Pneumonia remains a predominant cause of morbidity and mortality among children, particularly in low- and middle-income countries, highlighting the urgent need for timely and accurate diagnostic approaches. Conventional diagnostic methods, however, are often hindered by limited healthcare infrastruc...

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Bibliographic Details

Published in:	Results in Engineering
Main Authors:	Priyanka R, G. Gajendran, Salah Boulaaras, Seham Sh. Tantawy
Format:	Article
Language:	English
Published:	Elsevier 2025-03-01
Subjects:	CLAHE Clinical decision support DenseNet121 Data augmentation Edge detection Feature extraction
Online Access:	http://www.sciencedirect.com/science/article/pii/S2590123025004013