Ensemble of Deep Learning Architectures with Machine Learning for Pneumonia Classification Using Chest X-rays.

Pneumonia is a severe health concern, particularly for vulnerable groups, needing early and correct classification for optimal treatment. This study addresses the use of deep learning combined with machine learning classifiers (DLxMLCs) for pneumonia classification from chest X-ray (CXR) images. We...

Full description

Bibliographic Details
Published in:Journal of Imaging Informatics in Medicine Vol. 38; no. 2; pp. 727 - 747
Main Authors: Vyas, Rupali, Khadatkar, Deepak Rao
Format: diagnostic images equations & formulas pictorial research tables/charts Journal Article
Published: Springer Nature Apr2025
Online Access:View this record in EBSCOhost