Genes, smoking and obesity raise pneumonia risk, especially for older adults

Researchers at the University of Oulu have identified genes that increase susceptibility to pneumonia. Alongside inherited ...
Frontiers

PneuNet: A Lightweight Convolutional Neural Network with Multiscale Feature Fusion for Automated Pneumonia Detection from Chest X-Rays

The final, formatted version of the article will be published soon. Abstract : This paper presents PneuNet, our unique convolutional neural network (CNN) structured to improve pneumonia identification ...
IEEE

Pneumonia Detection through an Ensemble Model using Chest X-rays

Abstract: Pneumonia, a respiratory illness caused by either bacteria or viruses, remains a major concern in the field of diseases, particularly in low- and middle-income countries. In order to ensure ...
IEEE

Comparative Analysis of Privacy-Preserving Techniques in Pneumonia Detection

Abstract: This research presents a comparative analysis of privacy-preserving techniques applied to pneumonia detection using chest X-ray images. We evaluated primary privacy preservation approaches: ...