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

Hierarchical Pneumonia Detection in Chest X-Rays and CT Scan Volumes Using Vision Transformer CNN Architectures

Abstract: This research proposes a high-performance Transformer-CNN hybrid architecture for hierarchical pneumonia detection across multimodal radiological datasets, incorporating spatially rich ...
IEEE

A Hybrid CNN-RNN Model for Enhanced Pneumonia Detection using X-Ray Imaging

Abstract: This paper introduces a robust deep learning framework for the detection of pneumonia using chest X-ray images, emphasizing the integration of both spatial and temporal data for enhanced ...